{ "cells": [ { "cell_type": "markdown", "id": "39d8acaf", "metadata": {}, "source": [ "# DeTime Method Gallery\n", "\n", "This notebook is a runnable onboarding gallery for the retained\n", "DeTime method surface. Each section uses the public\n", "`DecompositionConfig`, `decompose`, and `MethodRegistry` objects.\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "001d071e", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:45.890449Z", "iopub.status.busy": "2026-05-03T12:56:45.890449Z", "iopub.status.idle": "2026-05-03T12:56:46.664242Z", "shell.execute_reply": "2026-05-03T12:56:46.664242Z" } }, "outputs": [], "source": [ "import sys\n", "import warnings\n", "from pathlib import Path\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "from IPython.display import display\n", "\n", "# Prefer the checkout when this notebook is run inside the repository.\n", "repo_src = Path.cwd() / \"src\"\n", "if (repo_src / \"detime\").exists():\n", " sys.meta_path[:] = [\n", " finder for finder in sys.meta_path\n", " if finder.__class__.__module__ != \"_de_time_editable\"\n", " ]\n", " sys.path.insert(0, str(repo_src))\n", "\n", "from detime import DecompositionConfig, MethodRegistry, decompose\n", "\n", "warnings.filterwarnings(\"ignore\", category=FutureWarning)\n", "plt.rcParams.update(\n", " {\n", " \"figure.figsize\": (7.6, 3.0),\n", " \"figure.dpi\": 130,\n", " \"savefig.dpi\": 220,\n", " \"axes.grid\": False,\n", " \"axes.spines.top\": False,\n", " \"axes.spines.right\": False,\n", " \"font.size\": 10,\n", " }\n", ")\n", "\n", "rng = np.random.default_rng(42)\n", "t = np.arange(96, dtype=float)\n", "seasonal = np.sin(2.0 * np.pi * t / 12.0)\n", "slow = 0.018 * t + 0.25 * np.sin(2.0 * np.pi * t / 48.0)\n", "noise = 0.05 * rng.standard_normal(t.shape)\n", "series = slow + seasonal + noise\n", "panel = np.column_stack(\n", " [\n", " series,\n", " 0.8 * slow + np.sin(2.0 * np.pi * (t + 2.0) / 12.0) + 0.04 * rng.standard_normal(t.shape),\n", " 1.15 * slow + 0.7 * np.sin(2.0 * np.pi * (t + 4.0) / 12.0) + 0.04 * rng.standard_normal(t.shape),\n", " ]\n", ")\n", "\n", "CASES = {\n", " \"SSA\": {\"data\": series, \"config\": {\"method\": \"SSA\", \"params\": {\"window\": 24, \"rank\": 6, \"primary_period\": 12}, \"backend\": \"auto\", \"speed_mode\": \"exact\"}},\n", " \"STD\": {\"data\": series, \"config\": {\"method\": \"STD\", \"params\": {\"period\": 12}, \"backend\": \"auto\"}},\n", " \"STDR\": {\"data\": series, \"config\": {\"method\": \"STDR\", \"params\": {\"period\": 12}, \"backend\": \"auto\"}},\n", " \"MSSA\": {\"data\": panel, \"config\": {\"method\": \"MSSA\", \"params\": {\"window\": 24, \"rank\": 6, \"primary_period\": 12}, \"backend\": \"python\", \"channel_names\": [\"a\", \"b\", \"c\"]}},\n", " \"STL\": {\"data\": series, \"config\": {\"method\": \"STL\", \"params\": {\"period\": 12}}},\n", " \"MSTL\": {\"data\": series, \"config\": {\"method\": \"MSTL\", \"params\": {\"periods\": [12, 24]}}},\n", " \"ROBUST_STL\": {\"data\": series, \"config\": {\"method\": \"ROBUST_STL\", \"params\": {\"period\": 12}}},\n", " \"EMD\": {\"data\": series, \"config\": {\"method\": \"EMD\", \"params\": {\"primary_period\": 12, \"n_imfs\": 4}}},\n", " \"CEEMDAN\": {\"data\": series, \"config\": {\"method\": \"CEEMDAN\", \"params\": {\"primary_period\": 12, \"trials\": 3, \"noise_width\": 0.03}}},\n", " \"VMD\": {\"data\": series, \"config\": {\"method\": \"VMD\", \"params\": {\"K\": 4, \"alpha\": 300.0, \"primary_period\": 12}}},\n", " \"WAVELET\": {\"data\": series, \"config\": {\"method\": \"WAVELET\", \"params\": {\"wavelet\": \"db4\", \"level\": 3}}},\n", " \"MA_BASELINE\": {\"data\": series, \"config\": {\"method\": \"MA_BASELINE\", \"params\": {\"trend_window\": 7, \"season_period\": 12}}},\n", " \"MVMD\": {\"data\": panel, \"config\": {\"method\": \"MVMD\", \"params\": {\"K\": 4, \"alpha\": 300.0, \"primary_period\": 12}, \"channel_names\": [\"a\", \"b\", \"c\"]}},\n", " \"MEMD\": {\"data\": panel, \"config\": {\"method\": \"MEMD\", \"params\": {\"primary_period\": 12}, \"channel_names\": [\"a\", \"b\", \"c\"]}},\n", " \"GABOR_CLUSTER\": {\"data\": series, \"skip\": \"requires a trained GaborClusterModel or model_path plus the experimental clustering backend\"},\n", "}\n", "\n", "GALLERY_RESULTS = []\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "7666a4f8", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:46.665244Z", "iopub.status.busy": "2026-05-03T12:56:46.665244Z", "iopub.status.idle": "2026-05-03T12:56:46.671426Z", "shell.execute_reply": "2026-05-03T12:56:46.671426Z" } }, "outputs": [], "source": [ "def _plot_vector(values):\n", " arr = np.asarray(values, dtype=float)\n", " if arr.ndim == 2:\n", " return arr[:, 0]\n", " return arr\n", "\n", "\n", "def _style_gallery_axis(ax, title):\n", " ax.set_facecolor(\"#ffffff\")\n", " ax.grid(True, axis=\"y\", alpha=0.22, color=\"#94a3b8\", linewidth=0.8)\n", " ax.grid(False, axis=\"x\")\n", " ax.spines[\"left\"].set_color(\"#cbd5e1\")\n", " ax.spines[\"bottom\"].set_color(\"#cbd5e1\")\n", " ax.tick_params(colors=\"#334155\")\n", " ax.set_title(title, loc=\"left\", fontsize=12, fontweight=\"bold\", color=\"#0f172a\")\n", "\n", "\n", "def run_gallery_case(name):\n", " case = CASES[name]\n", " metadata = MethodRegistry.get_metadata(name)\n", " print(f\"{name}: {metadata['summary']}\")\n", " if \"skip\" in case:\n", " row = {\n", " \"method\": name,\n", " \"status\": \"skipped\",\n", " \"reason\": case[\"skip\"],\n", " \"input_mode\": metadata[\"input_mode\"],\n", " \"output_shape\": \"\",\n", " \"residual_rmse\": np.nan,\n", " }\n", " GALLERY_RESULTS.append(row)\n", " display(pd.DataFrame([row]))\n", " return\n", "\n", " data = case[\"data\"]\n", " cfg = DecompositionConfig(**case[\"config\"])\n", " try:\n", " result = decompose(data, cfg)\n", " except Exception as exc:\n", " row = {\n", " \"method\": name,\n", " \"status\": \"skipped\",\n", " \"reason\": f\"{type(exc).__name__}: {exc}\",\n", " \"input_mode\": metadata[\"input_mode\"],\n", " \"output_shape\": \"\",\n", " \"residual_rmse\": np.nan,\n", " }\n", " GALLERY_RESULTS.append(row)\n", " display(pd.DataFrame([row]))\n", " return\n", "\n", " original = _plot_vector(data)\n", " trend = _plot_vector(result.trend)\n", " season = _plot_vector(result.season)\n", " residual = _plot_vector(result.residual)\n", " reconstruction = trend + season + residual\n", " rmse = float(np.sqrt(np.mean((original - reconstruction) ** 2)))\n", "\n", " row = {\n", " \"method\": name,\n", " \"status\": \"ran\",\n", " \"reason\": \"\",\n", " \"input_mode\": metadata[\"input_mode\"],\n", " \"output_shape\": str(np.asarray(result.trend).shape),\n", " \"residual_rmse\": round(rmse, 8),\n", " }\n", " GALLERY_RESULTS.append(row)\n", " display(pd.DataFrame([row]))\n", "\n", " fig, ax = plt.subplots(facecolor=\"#f8fafc\")\n", " ax.plot(original, label=\"input\", color=\"#0f172a\", linewidth=1.6)\n", " ax.plot(trend, label=\"trend\", color=\"#2563eb\", linewidth=1.4)\n", " ax.plot(season, label=\"season\", color=\"#0f766e\", linewidth=1.2)\n", " ax.plot(residual, label=\"residual\", color=\"#f97316\", linewidth=1.0, alpha=0.85)\n", " _style_gallery_axis(ax, f\"{name} decomposition\")\n", " ax.set_xlabel(\"time step\")\n", " ax.legend(loc=\"upper right\", ncol=2, fontsize=8, frameon=True, framealpha=0.92)\n", " fig.tight_layout()\n", " plt.show()\n" ] }, { "cell_type": "markdown", "id": "1ed9c0ca", "metadata": {}, "source": [ "## `SSA` - Univariate SSA\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "7aae71e2", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:46.671426Z", "iopub.status.busy": "2026-05-03T12:56:46.671426Z", "iopub.status.idle": "2026-05-03T12:56:46.753681Z", "shell.execute_reply": "2026-05-03T12:56:46.752182Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SSA: Singular spectrum analysis for structured univariate decomposition.\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 SSA ran univariate (96,) 0.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"SSA\")\n" ] }, { "cell_type": "markdown", "id": "d34fbef8", "metadata": {}, "source": [ "## `STD` - Seasonal-trend decomposition\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "14b76dff", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:46.754191Z", "iopub.status.busy": "2026-05-03T12:56:46.754191Z", "iopub.status.idle": "2026-05-03T12:56:46.812520Z", "shell.execute_reply": "2026-05-03T12:56:46.812520Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "STD: Fast seasonal-trend decomposition with dispersion-aware diagnostics.\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 STD ran channelwise (96,) 0.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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yY8zIwbB02Rr22kDQsKx1h37QpFF9loEcdVN4riB4399/Z3qe7x9BEARBEARBmBvLLHr1NJ937txjH4aYOG6EUY2Dws9fYh+GwBzTJQvnsQIxP2BX2P9EMOzee0gnixixtbVhUmmMGjIEFv4b1vwF4yfPFmWs2NULCDpj8PutJTOZ7dq2gD8XzWcdYCziEez0BgaHZntfP/vobZaxi0U5L3xPh5zN8n2jRw6GTz6cCeYAz/+pwBCdLrR01vrzT2brFLL//vMbjJ88i2Ur88fAX5LHy8/D9//7VMcVmoPzu8L5Es6Z/vn5+vP383zfMZ+5caN6cOHiFTEf+Li/MC+e1w0Ee/sSsH71HzBu0myxwH369HmWuXMnJ0f4Y+E8nTxngiAIgiAIglA6Fln0DhnYBzyqVGISVezaRd28A4+fxLD8VixGMOYHu3rY4ZVG0xgLNPPBTi66M+P8ZKNG9ViskH7sTl7BwuvvJT9A61aeLEMWu42ODg7QpnVz+PD9GXDhwuVsi14EpbSH921kMuh9B3xYwfQ8Npb9XCyUatWqDm1aeTHZrX6BgwV165aesHrdVlZcRUXdhsSkZGYkhfOq3u1aQqWKFXT+duw2Dh/aH9Zt2M6if548FiJ83N0FyfTrY4ZCB2/Ty5ql3dJvv/qIGZz5HD0Bz54/hwrly7FzNGvmZPbYSinrXhr2bF8F23fuh117DsH5i5chNjYObG1t2flt790apkwcBTVraGXoyPixw6FcWXdW9F+/cQuePXsOCYlJ7LmB/65t6+YwZdIYqFM7f3L7df/9AXN/+B38/INYtBTvxOcHdJw+emgzbNi0kz0nrly5DnHxCawgruZRGTp38oYpE0bpOGgTBEEQBEEQhBoo9iItw7y2vARhYrCrO2TEFPH2h++9CR+9/xadB4IgCIIgCIKwQMiNhiAIgiAIgiAIgrBYqOglCIIgCIIgCIIgLBYqegmCIAiCIAiCIAiLhWZ6CYIgCIIgCIIgCIuFOr0EQRAEQRAEQRCExUJFL0EQBEEQBEEQBGGxUNFLEARBEARBEARBWCxU9BIEQRAEQRAEQRAWCxW9BEEQBEEQBEEQhMViUUXvy8xMSEpJZf8nCIIgCIIgCIIgCGtLeghepKZDVHQM1KtWDhzsbMx9dwiCIAiCIAiCIAiZSU1/WXQ7vQRBEARBEARBEAQhhYpegiAIgiAIgiAIwmKhopcgCIIgCIIgCIKwWKjoJQiCIAiCIAiCICwWKnoJgiAIgiAIgiAIi8Wi3JsJgiAIgiAIwphkZGRAdHQ0vHjxAl6+zJ+DLEEQOVO8eHEoUaIEVK5cGayt5StVqeglCIIgCIIgiDwWvDdu3GAFb7FixdgCnSAI+UhLS4PU1FT2UbNmTdkKXyp6CYIgCIIgCCIP8A6vm5sbVK1alRW+BEHIx6tXr+DOnTsQGxvLXm/VqlWT5efSTC9BEARBEARB5AHe4aWClyCMg/T1ha83uaCilyAIgiAIwkI6JL7HT0FI6Dlz3xWLBWd4UdJMHV6CMB58dEDOmXkqegmCIAiCICyAXxf+A0NGTYMe/cbA0uXrzH13CIIgFAMVvQRBEARBECrnZEAIzPtpiXj7ky/mwb+rNpn1PhEEQSgFKnoJgiAIgiBUzJMnT+GNGR9BZmamzuff/+RbWL1+m9nuF6FMJk6cCJ07dzb33SAIk0JFL0EQBEEQhErBQnf6rE/h4aMn7Hbd2jXgtX7dxa+/88HXsGHzLjPeQ0JpLFy4ELZv326W341OvN988w0oCZwb1d8wIiwPKnoJgiAIgiBUym+Ll4Pv8QB2bG9fAlb+swD+/fsX6Nu7q2huNfPdL2DL9r1mvqeEUnB1dYVSpUqZ+24ogtTUNHgeGwfPnsdCYlIyZL56Ze67RBgJKnoJgiAIgiBUSEBQKHz/42Lx9o/fz4EG9WuDjY0NrFz6K/Ts1pF9HrtYb86aAzt3HzLjvSWUKG/Grit2X3ft2gX16tUDR0dH9rVr166J33/8+HHmprt7925o27YtlChRAmrXrg3btmml87du3WLfg9+bXWcXf+7t27fhf//7H/teQ99vSvB1kZiUJN7GeJzY2DhIS0sHpXHy5Enw9vYGZ2dn9tG0aVM4dEh4PT969IidU3d3d3BycoJ27drpPK648TVt2jR2zuzt7cHDwwPefvttSEhIEL8nPT0d3n//fahcuTLY2dlBhQoVYNSoUTo/45dffoEaNWqAra0t1KxZE3777Ted+4jnF+/H3LlzoXz58mxjZfz48ZCYmAhKwNrcd4AgCIIgCILIH0+fPteZ4x0xtD+MGz1E/LqdnS2sXvE7jJn4NusEo4Tzjbc+Bmsba+jfpxs93ITI48eP4a+//oJ169aBtbU1K1wmT54MJ06c0HmU3n33Xfj111+hQYMGsGzZMhgxYgSEhYWxAiwvoKQav3fkyJHw4Ycfss+Zo+OMr5lnycmQmJgEqelpWb7+JDEB7GxswcHBHqys5O8PlnJwyNfPzcjIgAEDBrDz8t9//7HPXbp0CRwcHCAlJQW6dOkC9evXhwMHDoCbmxts2rQJevbsyc5No0aNWMHq7u4Oa9asYcVoZGQkK3qTkpJg5cqV7OctXrwYNm/eDGvXrmWFLT4nTp06Jd6HP//8E7788ksmjcff5+vrC++88w67D9OnTxe/b8eOHey5g0U3boRg4YxF9nfffQfmhopegiAIgiAIFSF0bj+D+w8esdu1a1WHBT99lSU7tkQJO1i3cjGMHPcW+J8MZovnSdPehzUrFkLvnmRkJCf1m3VhRVR2MNEsSmexwynrbwZwcnKEy+HHCvzvscO5atUqKFeuHLuNBem4cePY57Gry/noo49g8ODB7Bi7fljYYBG8evXqPP0eLHAxexW7kVh8mQsseGt997nZfv/1L7+HMk5Oef5+7Mg+f/6cFb7YrUX4/7EIjo2NZYUublggn3/+ORw9ehT+/vtvWLJkCSuwv//+e53uO97GLuyKFSvY17EDX6dOHejUqRO7jlStWhVatGgh/psffvgBZs6cyTrG/PdfuXKF/Rxp0VulShWxA4zKgeHDh4OPjw8VvQRBEARBEET+WPznSjjie0IsbFf+8ys4OToa/F6c892wagkMG/smBAaFQnp6Box/413YtOZP6NKpHT30MoEFb0IORa+SQSkrL3iRihUrsu4gdvuw+OGgbFZK+/btwd/f36T3VQ7UZlpVsmRJeOONN6BXr16sy4oyYtx8qFu3LoSEhDB5M3Z4paSmprIxB86///4L//zzD+u+otwYlR/4PQ8fPmTne9KkSdCjRw8mW8b/Y6f4tddeY1Lm+Ph4iI6Ohg4dOuj8DiyQf//9d1aUo+Qa0e/648/GAlwJUKeXIAiCIAhCJQSHnIVv5y8Ub//w3afQqEHdHP+No6MDbF77FwwbPQ2CQ8LZzOKs97+E8yFHjCLfLIpgtzW7Di8WkFKw06vflTfG784r0uIIJPctP8Uhfx7p/604K6o0ShQrBsFvC/Jq7Dy7OjvrnI+MlxmQlJTC/s/B/ryjkwOTPcshb84vKCdHOfHhw4fhyJEjTGqMkmQ8R9ih3bNnT5Z/g/O7yNatW1k3FruyXbt2ZUZmKF2fMmUKpKUJ8u5mzZrBzZs32c8+duwY+134OwIDA/P1XDX0XFLKJgMVvQRBEARBECrg2bNYmDz9Q9alQYYO6gMTXh+ep3/r7OQIW9Yvhc49h0PUzTsQfe8hK6Dbtm5u5HtdNDAkL87IeAlxcfHwShA364CdeezSq4mAgACdTh7OfDZs2JAd48wocv/+ffHr2EV88OCBzs/AziF//pqDtPR0tulT2kHYKHB1cQEbm6zl0CsXV3jxIhWSk1PE81fsVTEo5ego64ZFfsD5XPxAw6k333yTzWHPnj2bSZxzkoz7+flBkyZN4OOPPxY/t379+izfhz8DO8j4MWfOHKYAwNldvI0GV1goDxw4UOfnohKAd3mVDm3vEQRBEARBqIBZH3wF9+4/ZMc1a3jAbz9/k68FuIuzE4wZOUi8vYPcnI0GdrfiExLEggnnLR0lHT4sppTSAcsrOMe7c+dOZoSEBRQaJX3wwQdiVxHdhfF7zp07B6GhoWxmVDoTjKB8FosnnCGNiYkxaScYu9DSuWv7EiUMFrwIvq5wNMDNzYV1g/m/551RU3L9+nX45JNPmIMzPm7YfcXHEA3Fxo4dyx7Tfv36MTdnlC8HBwfDjz/+KLpr42xtREQEMxKLioqC5cuXw9KlS3V+x88//8yMzNAgCzu+KIfGvxsl1Mhnn30Gf/zxB+s4o7M3SqWx6MbiWC1Q0UsQBEEQBKFwbkTdhn0HjorOzDjHi0Vsfhn0Wi/xePfew2btulkqWBzhfC8valH6i+cKO7vWxYUiK/NVJiSnpICaWLBgAcyfP591DbGA2rBhA5PFcrBQcnFxYbO/o0ePZsZHZcuW1fkZKLFF12As2LA7LHUINjZJko2G4lbFmTtzbmDhh8WxNNfX1GCMFBaa6ISMUuahQ4ey6Ch0VMZNBey4tmrVirkm49eHDBkCQUFBzLAKQWnzpEmTYOrUqezcoRQai1wpeN7w/OLPbdy4MTu/W7ZsYecJmTFjBnz77bcwb9489jk0tsJjqYmV0in2Ii3DYlKYk1JSISo6BupVKwdODuqSjBAEQRAEQWTHkr//gy++ERaqUyeNhp/nf1HgB6tD96Fw4eIVdrxvxyrwbqt1aSVyBjthCJf1GiIxKZk5H/NZUBdXZ7DROOuikVhcfLz4vW6uLqLrrlJBl2Y0UMIOIC+k1Ib+4+7q4pxl/jSnTQwcLeBd+1Il3WgWXgGvtdT0/G3YUaeXIAiCIAhC4Rw8fFw87tOrS6F+1uABvcXjnbsPFupnEbrgHCgveBEnJwex4EVQTlvCzk6nQNY3fyKMIGtO0sqa8fHPa8HLpc62tjZm7fYShYeKXoIgCIIgCAUTGxsHgcFh7NjJ0QG827Ys1M8b9FpP8Xj3viMkcZYJnE+VFlcoi7WTFLgclNXyWWzMTqYiyrgkp7wQn+MoNXcogHuy9Dxi1A+hPqjoJQiCIAiCUDCYycsX7V07e7OZ3sJQo7oHNGlcnx0/ehwjFtREwcHzk5CgLXhtbWyynRnFwktqapWUnKxoUyvMhcVuqRqlzbipkCKZncZNIyur/LsvY4feqphQNmW8fMl+LqEuqOglCIIgCIIoItJmzuABWkMrkjjLYFyVkMjMqbj5EWbn5uSsjRsXfJYX/z26ORPGkDUnax9zW1sWmVQQ8FxKN5uoO68+qOglCIIgCIJQsGT2iO9JsUPYs1tHWX6u1MV5116SOBeGlJQXrPvHiyN0asZzlRP4fdh15LxITWVmS4R8YE4y78hil9ZR8ngXBP2il2ax1QUVvQRBEARBEAoFpcfx8QnsuFWLplC6dElZfm71alWhWRPBFfVJzFM4FXhGlp9b1MDCBwtWjrOTo5jrmhvY6ZWaWiWRqZWspEoyde1K2BXacRnPl7Xm3GJXnzYp1AUVvQRBEARBEArlwOFj4nHvHp1l/dm6EudDsv7sogJ2EqXZr/lxBUZw7lc7K4qmVmSSJNdmRJrEZRmlzXJAhlbqhYpegiAIgiAIhS7cjTHPyxkokTijizOZ8+Qf6Wwnyl9zmuM1hOAmrDW8SkpOUbSplVrALiyfsbYubg3W1nnrvudH4pyWlg6ZFDelGqjoJQiCIAiCUCBXr0XBzVt32XH1alWgTu0asv78ah6VwatZI3Yc8/QZnAoiiXN+NyV0JLQFdNXWN7XCrF+icMhxXrLbpEBnbuQV6HaTCWVjlqL3TvQDWLZqC0x950voN2IadB80CSbM+BRWrd8BKZJAb4IgCIIgiKKKtMvbu2fnfHcR88LgAb3FY5I45w/s9HEzIxtr6zzP8uqD59VR0u2VFmyWDEYgffPNN8aRNkseQ1sZi96sEmd1nqv//vsv1+vJrVu32PccP669DskZgzVx4kSw+KJ336HjsGnHfqhUoRxMHDsEZr4xBqpWrgD/rNoMb777tWqfQARBEARRFFi6fB306DcGDvv4m/uuWDQHj+gWvcZgQP+e4vHuvSRxzg/S+VtpIVQQsNPLjZYw89eYUnNzFBzm24ywgeKFNLDSx9bWRiwY0zPSxQxtNTFy5Eh48OABFCUELYWJ6dyhFYwbNVDHqn1w/x5QpVJ5WLVhJ+w5eAyGDdTOmRAEQRAEoQzQ5feTL+ax40nT3ocg/91QpXJFc98ti+Pp0+cQHBLOjl1cnKFd6+ZG+T0eVStBc8/GEHr2Ajx99hxOBoRA545tjfK7LAmcu01LT9fcKsYKocLAcmBtbUXFIzaAuOTZHGCntKCZtsrajJD/b+Dnirt2Y2fewV7bqTc2uCGCqoLCKD/s7e3ZR1HCLJ3e+nVq6hS8nG6dhItslGZ+hSAIgiAIZWXGfvjpdzqmOx9+NpfyKo3A4aP+oqFRj67t8+0KnB8GSSTOO3YfNNrvsSSkEmQseAsbh5MlBzbNODmw2OH18/ODVatWsaIJP1DqilLjzz77DGbNmgVlypSB5s2FTZbr16/D0KFDoWTJkuDm5gbdu3eHc+fOiT8Ppa/4Mw4ePAgdO3YEBwcHaNCgARw4cEDn9+K/adeuHeuI165dGzZv3gxq2IxQQmYvnjPszv/5559Qo0YN9hjeu3cP3nnnHahUqRJ7zD09PWHr1q06/27evHni97u7u0PPnj0hJSUlW3kznpNatWpBiRIl2Lk6f/58nuTO+jL1DRs2QNu2bdnzBZ83Xbt2hdDQUDA3ijKyehzzjP2/VElXc98VgiAIgiD0+Hv5OrgceV3nc4eO+NEsqAnmeY3JQInEec9+H7a5QeSMdBSvhEzdROze8blgLN6MIXFeuHAhK0hGjBjB5K34gVJXZMmSJeDi4gKnTp2CjRs3wqNHj6B9+/ZQtmxZVigHBwdD/fr1WQGGX5PyySefwJw5c1hx26JFC/Yznz9/zr6GhVbfvn3B2dmZ/YzVq1fDzz//DI8fPzaKtFnuzYi8ydGNK3HGonH//v2wbds2VoyOGzeOPdabNm2CixcvwowZM2DMmDFw6JAQPbZ9+3b44Ycf2Pm+du0aHDlyBPr165ftzz979iyMHj0ahgwZwn7uhx9+yIrqgvDixQv2XDhz5gz4+/tD5cqVoVevXvDsmVDnmQvz6Sb0ePkyE/5bt5292Ht08c71+x89fsrC1KW8wpwza3tIz3gJaenGm4UgCIIgiKLG/QePYP7PS8TbXTt7g+/xU+z44y/mgXe7VuDm5mLGe2hZBdVRzWOL66JOHdoZdV1TvnxZaO7VBELDzsOzZ7Hg6xcIXTq1M9rvUzNCR6+YWJBi5wu78F+tSYCr9wpf+GCxyzv8VsUSwKp47kVbnUrF4X+vO+Xp52NRi7JllLaWK1dO52vYLZw7d654G7t3VatWZR1GDhZRWHxh4YqFEe9wfv7556yw4R3GNWvWsAIXP7d27VpWAK9btw5Kly7Nvufff/+FJk2asH8vZ5dUR9psa5vtz85YOR4gSSjKC4qD5Fy9xAI4LwW2Y0mwnrS6QL8PH0dXV1fWacWNCdx4wG4qMnXqVAgMDITFixezji52ZcuXL88ef3x+VqlSBZo2bcq+V/qY8///+uuvbLPixx9/ZLfr1KnDusmzZ88Wv1/6b/QfV+nn9OfF8VyXKlWKdf+xMNf/d7makmV77SumzqJ34d+r4OLlazB90kjwqJL7bNDeQ8fg37XbdD5XvboHfPLBLIhPTCYzLIIgCIKQkU+/+AGSkwVpXAfvNrDot3kwYsxUiLh8FZ48eQqff/MTfPfNp/SYy8DJgGBITExix16eTSATrOBZbKJRH9se3TqxohfZumM/NG3axKi/T628zMwEK4ksFAtIXJhfjX4JYTfk3pjAgioPmb2vci8esvwTA4VLq1atdD4XEhLCOoDYoZWCnVvsHkp/BhZU/LhChQrs/w8fPmSfi4iIgLp167LCh39Pw4YNWQHH74tc5yZdshmB3dhsfzY+ZoX8fVZWxYBHKr96lQmv8iCgLVbAc1WvXj22YYHHeF5w0wULWf057OrVq7PvGT58OCuAUXqMkvRu3brBoEGDxHOpX/TiOUJ5uvS+eXsLTci8FL3Sn4Wd6O+++449d2JiYtjGQHJyMivEpf8uLxseeE6zu/aVdNN9Xqqi6EXX5m27D8PAvt1g/KhBefo3/Xt1gdbNm2Tt9OIulpMDONqrc/ieIAiCIJTGMb8AOHjYV5xl+3n+51C2jBss/OV/0Ou1sWxRs2XbHhg7chC0a9vC3HdX9QQGnhaP+/XuAqXc8tbFKwwjh/WHH35ezI59jvrD7z9/bdQ5YrUS88hK7O5xaTMWWHUqF89v4ylbXma8ZBmwSF4Mi7DTm19TIz7PK8XR0VHnc1iQ8FlSfbAAk/4MLP75Mf8//nvpz8vuPsoVxSWV5eP9waI0O6wnF6zbqk9yfILY9Xd2cjLKDDGLtJKcG3z+OTk5GZyTxdcsfh9Kii9fvgzHjh0DX19f+P7779nMdkBAAHh4eGQ5V9LfpX/Mz7M0kkv6ffxxx89hcYvd5datW8OyZctYtxnPBUrqsSjX//m5nXt03s7u+pffTQuzF70r1mxl+bz9enaCj2ZPyfO/K1e2NPuQkpSSClHRMWBjXRxsbcz+pxEEQRCERUht53z1g3j7nZlToF6dGuy4ZfMm8Na08bDk7//Y7Q8/+w5OHt0OJUoULr6lKIOFgjQK6rW+3U2ypqnuURlat2zGHKOfx8ZBUHAodOvS3ui/V228eJEqFjbFrYqzbiIu3L8dl7+uU06kpLyApORkdmxnawPOzvJuemARgnOohgoe6edQ7orSVG6WZAj9wsjQz8Ou7tKlS5nEGbu9yKVLlyAuLi5PhU9B5qxxc84Yudb64O/hRS+ajxnDLZrD/56WLVtCQkICJCUlQbNmzbL9fjSk6tOnD/uYO3cuk7Pv2LED3nvvvSxFL5qPoTxa+phhgcy/Bz9wthvBOXD+fdjN57fx48qVK2xWG4vsxo0bs+/BDu/Tp0+zfY7k9jdnd/1LTX+pHiMrLHhRotynR0f49L1pJnlyEgRBEASRdxb9+S/ciLrNjqt5VIH3Zr2h8/XPPpoJVatUYsfXb9yCXxYupYe3EERcuQZ3o++z49q1qkPNGh4mezwHvqaNi9yxWzDEIXSJi08wemElLZykmbNyUbNmTWYyhBJllJ9K52ClvP322+x3Dxw4EE6cOMGKF5wl/fLLL9ntvIJznChlfv3115lJUlBQEEyePFnWyBwsPHleLhpM2Zgo7gnnhjnYyZSqAIwFuiGjZHnYsGHMsCoqKop1ff/44w+2uYCsWLGCdVrx8b59+zabp46Pj2fFrSGwEEbZ9KeffgqRkZGwc+dONucrBc8XSp5/+eUX9nPxd44fP54V1xyUU+NtNEW7ceMGe56gQZYS4pHMVvRisYsfvbt1gDnvTzeauxpBEARBEAXj1u1o+HXhP+Ltn76fA/b22gUO4ujoAL/99JV4+/fFKyDi8jV6yAvIgUPHxOPePYzr2pyTi/PeAz5sEU/odhITErTzhcbq6rGiTSMtR5mz1JFYDtBpGWWnGEuEUTYYMWMI7Axi9w//j7FFOJeLBSwWWRUr5j2bG7vEaH6FnV6cGx47diwrsnjnUO4IKSxETdVIw3MlzTOW+1wZAv+23bt3s7ndDz74gM37ojPznj172IYGglFBK1euZPJ0dNxesGAB/P3336LZmD74XFi/fj1s2bKFGYzNnz8ffvvttyzfh51/lLZjpBEWszNnztQ5j2hUhj8HzbawwJ4+fTorpOU81wWl2Iu0DOMFS2UDzu8u+GMllCtbBqaOH55Fc1/SzRVa6c3r5gUub65XrRw4OZC0iiAIgiAKCnZ4Ro2bCYd8/Njtfn26wbqVi7L9/mkzP4HN2/ay45bNm8LB3Wt0ZsCIvNG972g4ozGU2rdjFXibeEa694DXIej0WXa8Zd3f0KNbB5P+fiWze98RSE9NZh14D49q4OrqYlQZdWKSYGZma2MDLi7yyact8VqFknzeZXVzdWGyc5NuhiQKmyFYALvILEcvqly6dIn9H+XxcsibzTL4evnqDfb/R49jYO4vf2X5umeT+gUqegmCIAiCkIf9h46JBa+DvT3M/zZnZ+Z5//sEfI6dZJE3IaHn4N9Vm2DqZN14CiJnHj+JgdCzF9hxyZKubMbW1Azo31Msek+cCqaiV8KmrXtgyGvd2LGdnXGbK2xuOAmbQhjZks4KOlJFZi9t5gWvNOvYVNhIZk7R1EnfwItQBmYper/4cAb7IAiCIAhCeWA00adfzBdvf/T+dKiaS5xgmTKl4PtvPoYZs+ew29/O+x369u4KlSqWN/r9tRQOHfEX5zd7dOto0m4Vp13r5uJxiKbjTADbzDns4ycWvcZw6c0qm7URJeYomyWDuDwYWJlQ2iw9V/haxeIbX78ZGS91CmFCGdAgLUEQBEEQOuAcLzdTqlO7BsycPiFPj9Co4QOgc8e27DghMQk+/Gyu7CY8lsyBw9p53j4mnuflNGxQRyyuws9dEp1pizo7dh+E9HRtBqwpuq5SkyRpYUdoweuLzjyvEd2Tc0Ia7yWNTiKUAxW9BEEQBEGIXLt+kzk2c36Z/4WOUUtOYDGAplbc7ApNmY4czbvLa1EGZziP+wWyY+wade3ibbbFe7MmDcTonEtkSsbYuGW3+BiZqpOInV7+u9Iz0uHlS+M7A6sNLifmrxtz+QhIY3Wo6FUmVPQSBEEQBCHy1z9rxI7WsMF9oWP71vl6dKpXqwofv/+mePu3Jcvp0c0D/ieDITklhR2jeZWrGY2LmntqfVVCSeLMIrtwTh3BospURS/LKNWLxCFyljabC5bXDHyDIgMySeGiOKjoJQiCIAiCgR2Tw0f9xUfj809mFeiRmTZ5LJQq5caOA4NC4fSZcHqEc+GIr7Yj3qdXF7M+Xui+zeHFXlE3sOKgigHzYE0l2yeJc/bgOZBGBJlL2sw3KKRzvBkkcS70ucXXmZydeyp6CYIgCIJgRF69AdH3HoizvNi1LQiY3Tt1kta5edGfK+kRzoUzkuKyc4c2Zn28mns1Fo+5m3RRXnzzKC6kdOlS7HN37twxSeGLhZRVMWG5nvEygxUChADO8mKOMY91Mre7tXSuN02jliHyj/T1VaKEbi58YSBrMYIgCIIgGEd8T4qPRPeu7Qv1qEydNBoW/rGCzaruO3AUrt+4BbVqVqNHOhuJ5sWISHbs7OTIcmDNSeVKFaB8OXd4+OgJXL0WBbGxceDm5gpFEXze3rp9lx3XrOEBTZs0hqgofExiIS4uziQzpBjHwwvsB/fvg5UVxeHoPy5Y8Jo7JgjvSmYm35QoBsWLU2+xIHAlBRa8lStXBrmgs0EQBEEQBOPoMW3R26Nrh0I9Khhh9PqowewYFzBL/v6PHuVsuBQRKc5RN23SwGxmPBwsHpp7aed6w8IvQlElRK8Dj928mjVrgqura54N3uToaKLBHH7wApwAuHU7WnxcMhTQAcea++btu5r7FEXO5wUEX1f4+sLXmZyxbdTpJQiCIAgCEpOSICDoDHskHOztoa0kr7WgzHxzAvy7ejPryGzYvAs++2gmlCvrTo+2HlIJsVezRop4fFp4NWYdel74de1sHjdpcyM18mqhmXXGhXi1aqZTLeCm0RtvfS4WvMcPbYZmTRtCUQYj0dp3H8keG/cypeHqBT+zd3qRP5dtgHUbd7DjJb/NhddHCxt/hPmhTi9BEARBEHDi1GnRFKaDdysxq7Uw4EzwwP49RQnvPyvW0yNtAGkntbmndp7WnLTw0ppZhYYV3bneEEnRKzX4MiVYzA0b3Ee8vWX7PijqXLh4RZQ2Y8SWEgpepEsnIaccOe4fYNb7QuhCRS9BEARBEOAjydMt7DyvlNlvTRKPl/+3kXWUCV3OSopez2bKKHo9mzUUjYHOnD1vMrdiJZGUlAyXIq6yYzc3FzbTay6GDe4nHu/YfbBIng8p4ecvicdNmwq50kqgcwdt0XvML5CpXAhlQEUvQRAEQRRxcAEtNbHq0a1w87xSPJs1Yp1jJC4uHlav2ybbz7YUmWbktSh2XKZ0KahSuQIoASdHR6hfrxY7fvYsFm7eugNFjfDzEaJbcgvPJmbtJtarWwvq1q7Bju8/eMTmRosy4ee0Ra9nU2WMBHAvgyaN67Pjp8+ew4VLgkEdYX6o6CUIgiCIIg461N65e48dYzermkcVWX/+OzMni8d/Ll0F6ZRhqbN45107nOdVikwTaSExswoJ1cp8i2KMFJ/nNScd27cWj08GhEBRBjckOChvVhJdOkokzn4kcVYKVPQSBEEQRBHniK9U2ixfl5fTrUt7aFC/DjuOvvcQtu86KPvvsARps5dC5nkNzfWekcy2Fs15Xu0GgLlor1FMFPWiF9URvNNd1r00VKxQDpREl07txONj/oFmvS+EFip6CYIgCKKI4yMpenvIOM/Lwe6ltNu76M9/i/xMopKdmw11eqUuxkUB7L6HnAlXlMFY+7YtxeOTAaeL7Gvo/IXLEhOrhopSRyBtWnmJRoCBwaGQkvLC3HeJoKKXIAiCIIo2yckpcCpQiCrChZq3ZGEtJ0MG9obKlcqzYzQH8j1+yii/R21InZuVVvTWrVMDXJyd2PGFS1fgxYtUKCpE33sAjx7HsOM6tWuAm5urue8SlC5dUlRMPH7yFK5qZsGLGmfPaV8zSoxuwusoj3xD1/qg02HmvksEFb0EQRAEUbTBqCJcmCEd2rUCe/sSRvk9NjY2MGPaePH2wj/+haJOTMwzuBt9nx1XrVKJmeAoCXRvRiMyJD09A85fvAxFhTOSGWZpx9vctG8n7fYWTYnzOek8r4Kcm6V0lUicfY/TXK8SIHkzQRAEQRRhfI5pXZu7GUHaLGX82GHg6urCjv1PBuvMsxZFlNzlNWxmpTV2snRCws6ZPZ83t6IXN6yKImclzs0ob1YinSV5vccor1cRUNFLEARBEEUY3Xle+U2spDg7OcIbE0eJtxf9uRKKMkqe5+W0kBg4hYZp76+lI51hlj4GyprrDSlyc73xCYnMbR4pV7YMVChfFpRIw/p1wL1MaXZ88VIkPH4iSOUJ80FFL0EQBEEUUW5E3Yabt+6y4+rVqrC4ImMzbcoYsLOzZce79h6GW7eF318UUbJzMwfzaYtapzctLU2MxHF0sIf6dYW8YiVQqpQbNGwgzPXGPH0GkVdvQJGVNivQxEo6GtC5Yxvxtt+JILPeH4KKXoIgCIIoshg7qsgQ5cq6w+gRA9lxZmYmLPnrPyiKYIeOy5tx4d5UYVmjHHf30uBRtTI7xvnjR4+fgKWDnTk+596saSOwtrYGJdG+XasiK3HWyedVoImVlM6SvN5jfhRdZG6o00sQBEEQRRSfo5Kit4tx53mlvP3mRLFDs2nrHkhPT4eixp2791mnDqlbuwaTfiuVFl7aLvSZIiBxDglVVj6vPh2KcF7vufOXFG9iZSiv97h/YJGToisNKnoJgiAIogiC2ZEnA4UFM8qNpQtpY1OrZjVo3bIZO05ITNIxpikqqEHazGkhMXIqCnm9ZyQmVtK/XSl4t2kubhoVtbleNZhYcSpWKAf16tRkx/cfPCqyEVNKgYpegiAIgiiCnAoMEXNXvdu2AAcHe5P+/o7ti/a8W1i48k2siqqDc4hC44o4JUtq53qfPnsOl69ch6JAXHwC8yFAypdzV6yJVXYuzr5+FF1kTqjoJQiCIIgiyBHfkyaf55XSqUNRL3qVH1fEadKoPtja2ogd6pcvX4Kl8uTJU9FcrUrliqy4UiK6EufTRTCfV9ldXk6XjhKJM831mhUqegmCIAiiCGLKqCJD4Kykg73QXT59JhySk1OgqIBFY7hGpmljYw0NG9QFJYPy98YN67HjxKRkuGLBjsFnzkrneZUnbTZkZlVU5nr1nZvVgHe7Fuw1zjcn0BmcMA9U9BIEQRCK5NmzWJj+9mfw+dc/sblPQj5u3rojygSrVqnEZmxNja2tLbRt48WO09LSITjkLBQVrl2/yYpHBItJHuGkZJpLZL6WPNd7RiptVqCJlcG53sAQ5oRetOZ5lW1ixXFydISWzQX/gqTkFB3pPGFaqOglCIIgFMmnX86HTVt3wx9LV0GPvqPFIo0oPD4SaXOPru3NlnXZSTLX638yGIoKapI2G3IxtuSF+5kwdXR63dxcoXGjeuIG4eVIy5/rDddxblZHpxfp2lkrcT7mT3O95oKKXoIgCEJxXIm8Dlu279PevnoDuvQeCYeO+Jn1flli0du9m+mlzZyO7VsXybnesLNaEytPlRS9LYpApxdl5/zc4AwzzjIrmfbtWorHJ09ZtsQ5Ni4eom7eYcdoYKXUWWtDdJHk9dJcr/mgopcgTHjBXvzXf7B5217IyMigx50gcmD+z39kieGIj0+AUeNnws+//V0kpHzGAh2b/U8Fiwv7jt7awtPUYKfKzc2FHYefj2DXyaLW6W2u8LgiTjWPKlC6VEl2jF3F+IREsDQir0aJoxRY8Cpddi4tek9YuJnVuQvqM7GS3l9+ncPXPrpQE6aHil6CMDK4cN+6Yx+0at8fvvzfzzBt5ifQodtQ8D1+ih57gjDA+YuXYdfew+wYF50++zeIElB8PX3/42IYN+Vdi1x0m4KAoDMsoxdp16YFODo6mO2+FC9eXHShxY2MomDIg0Y2FyMi2bGTowPUrlUd1ABK4Hm3F1+HZ89pC3dLzOeVzjArFXz98tEEjCCz5M3Ac+ciVDfPK73OebcVNijwHAWfLjr+BUpCsBMjCMIo4Azih5/NhWN62Wy4Sz5k1DTo1b0TfPf1h1Cndg06AwShYd5PS8THYsrEUWyhvX/navjg0+9g3cYd7PP7DhyF7n1Hw7qVi1RTNCiFIxLX5m5d2oO5wbnePft8RIlz/z7dwJK5FHGVGXchTZs0ZAtitYDGTod8hBGD0LALOjPZloB0Vlk6w6xU3FxdoEnj+szV+PnzOIi4cg0aKdwJPD8kvXgFEXcy4GXmKzgWngA2pT3Z5x3Lt4KgK+pyQa7SoCfYnH7GjrcfuwsulZV//8uXLA7Vyqnn+pQbVPQShBFITU2D35cshwWLlrFjqZTv+fNYiL73kN3GxcPR46fYwv7TD2awwHnC9GDXIj09nbnJEuY3kTl4+Dg7xjib995+gx2XKGEHS377jnV8P/liPhsRuHotCrr1GQV/L5kPfXt1NfM9Vw9Hj53SMbEyN9K8Xv8iMNcbKpnnbe6pjnleQ3O9IaHarqilcEbyN7XwUq6JlZT2bVuKUT4nTp22mKI3Lf0VjPkxFi7f5ZnQY6Fk27HsaNExdIRS2yhEGyjZVrjW+T4C8P1F+fd/YvcSMGeUE1gKJG8mCJnxOxkE3l0Hs5lEXvA6OznCD3M/g2MHN0HIyX3w+SezwNFByKfExfvS5WvBs20f+Hv5WlZ8EaYDZ2uGjZkO5Ty84KcFf9FDb2bm/bRYPJ7+xlhwdy8t3kYZH24Q7dn2L5TVfB4lzmMmzIL/1mw2y/1VG3ej77PNAqRypQpQt05Nc98lFpdUsUI5dhx5LQoePHwMRce5WR3zvBwvz8ainBbNrPTn7tX+XsDzh93LlAaPqpVADfDxAMSSxgOW7EmWFLwEUXio00sQMvHkyVP4/H8/w+ate3Q+P7B/T5j/3afios7a2ho+eu9NeH30EPhu/kJYv2kn+3xsbDx8+sV8WPHfRli9/HeoX68WnRsj8/hJDAwdPR0uXLwiymrREXL82GH02JuBgKBQ8D0ujAK4ODvB7LcmGfy+tq2bw/HDW2D8lHfFeJGvvv0VRg0fyDrCRPYEnQ7T6bCaK6pICt6HDt6tWTwV71aNGNofLJWzkqJXLc7NHFcXZ6hTqzrbnHj85CncuXtfNcVhXs4LL+JRxq2E10ZeaNPaC6ysrNisKJ/rxdtq5uKtDFh2MIUd165YHPo2uAv/m/sru92yZTP47MOZoEbQj4I7n3/9+XvQVOGzyRVKqft5pA8VvQQhkxtq/yET2UKAU7VKJfhl/hfQs3tHg/8GLff/XPg9TJs8Bj77+kcIDApln792/SZMe/sTOOGzjc6NEcHF2uCRb2TJfn3/k+/Aw6Oyxc2qKR1cbM79YZF4+63pE3KU++Mm0r4dq6Df4Ams8MWO76Ejx2Hga71MdI/VSVCwtuht08oLlEKnDtqiF+d6LbXoRWdg3k0sU7oUVK1SEdQGGjzx9zpcwFtK0SuVays5n9fgXG+j+izDFjfP0SRN6VFLOZGW8Qo+W5kALzMBrIoBzJ/kBL57T0NazBn29U6N20D7huocRerdyg0CDwt/x/PbftB+dDNz36UihWWV8ARhJnCxzRcB2Ml9f/ZUCPLblW3Bq29lv3/HKli1bIFoaY+dRyzKCONlwPYe8LpY8KKDaptWnqLcfPyU90QJKGEasNBBV2EEXwczpo3L9d+gs/P417Vd+c2SXF/CMEEhWtfQtq2VVPS20XkuWJJsVgrOXvK/DefT1dJNlCItCEMkbsdq54zExEo6u6wGLEni/Ne+ZIi8J8ia3+htD02q27A4M45nU3WpI6R4SyKmTgUK73eE6aCilyBkYMuO/eLxL/M/h6/mvAsOmpndvIALH+xQDejXQ/yc7/GTdG6MQNjZC9B38AS4/+ARu12qlBvs3vovbFm/FBo1FAxA4uLiYeS4t+Dp0+d0DkwAjyHivDNzMpNR5gV8zfAszcM+fswojjAMZuBGXL4mdhlr1vBQzENVqWJ5NtuLRN97ADdv3QFLRM3SZk5zL+0cMjo4W8o1iI9KoDRYbedGmter5qIXnZqX7hdkzTUrFIdZA4Q4tbPnLqk2rkhK08b1RT8XNLTj0XGEaSB5M0EUktjYOLbYRmxtbWDQgN4F/lkYH7J6nSBr9jl2CiaOG0HnR2aTsbETZkFiUrK40N6+8R/RzGfj6j9YDM7DR0/g5q278Prk2bBz8wqxqCKMw2Eff1FaiMXY1Mlj8iXtw+iv3fuOQHp6Bsv3pdeNYULOnBO7jK1beSquy9ipfWu4fuMWO/Y7EQw1qiunKJeDr9ckwsawPuDetw+7vepqcVgzPQZUxyt3cO97lB3eBIAG02IAlPVUykJpFyv4cIgDDGxbwuDXb92+C0+fCZuc6KeB5pNqQneu9wy8fPlSVVFYSHrGK/h0ZQJkvNTImic6gZ1NMbaReftONPueypXK65gbqg0bGxt27UXvCowtw40WaZeeMC7U6SWIQrJ7v4+YudirRye2CC+MxI+/UWF0Bzk5y8feA0dh+Jg3xYIXu0oHd6/Rca9FN9sNq5aAvb2wMAoMDoPZH3xtsVJLxXR5JY7N781+A5wc87fgHDHsNfF48zaSOOfFxEpJ87ycjnoSZ0si8HIabPB7Aa/AGopZCR+Zr4qxBb7qPjJB/BvwA2+b/T7l8vHoeSZ8tCIRvlmXyKJwcs7nVc88LweVMbwDikqlixFXQW0sPZACVzRuzZN62kOzmjbsWCptxlxrtdOuTQvxmCTOpoU6vQRRSLZK5giHDe5XqJ+FBXOrFk1ZsYXGPPhG3K5NczpHhWTthh0w+4Ov2C440qRxfdi2fqnBHWOUtS1d8gNzBkbQXKdWTQ/muE3Iz579PnD+wmXR3G3y+JH5/hk9unYAV1cXttjDuWCch1ejQZCxCTqtzHleTod2rVj3GTdC/E8FW4QLLYJ/z8/bhM22Vy9TIeXWTnB2doQJrw8HNW+g8Ezbtm2aQ3NP5c7AZma+gu0BqRCf/ArWH3sBl25nwKI3naFCqeIGTazUks9rSOLM47BOBpxmUlq1cOVuBvy1V3iNVC9XHN4ZKMiaETTosgRpM8e7rbToVa8UXY1Q0UsQhQDzJDFeg0es9OyWu3FVXiTOWPQiR4+dpKK3kOw76Atvv/eFzi7rhtVLcpwZxTnR/33xPnw9dwG7jfOmNat7wJBBgiyRkAeU4M3/aYl4+4N3pold9vyA8vNBr/WEVWu3stvbdu6D92ZNpdMkIS0tDULPCt0sfIybNKqnuMcH5+sbN6rHNkGePYtVvQst52BoGotgQZJvbYeky39Dt/494dMRE0GtHCtXHAavFXLNi1XsCJ/OV3bG+evd7GHWn/Es9/VcVAYM+jYWFkxzBu8GwugKL+CRFpKZZTWBsV+L/lzJjnFdMnP6BFCLrBndmtNfor8JwLyJTlDCVquXDz8nNbFSf6cXs7kxWg9TP3CzBa/NtrY0QmUK1L+FShBmZPuuA6L0tX/f7gVasOvTrbO3eOxzjMysCsvfy9aIxyg/37ZhaZ5MkmbPnMyylDkz3pmj0w0gCs+O3QfhcuR1dlylckUYN2ZogX/WiKESifPWvSRJ1+PchctskYU092ys2EWWNCrM/2QwqB1c0P+2I4kd21qlQfL1deI5UDMtWzQVR3HQEZyraJRKVffisOkzNxjqLeR4P098BZN/i2fdxaSkFLhwKVLcvK5TuwaoEZwV5ecEM89xU1ENLD+UApfuCPd1QrcS0Ly2IGvm6JpYqb/oxU1a7g6O12TenSeMDxW9BFEItkjmB4cPKZy0mYNh5aVLlRTjLR4/UaHRiUJAAwx88+exRKuW/ZbnjQmUWS748UvRZCI1NQ3GTJgFT548Nep9LirgIvmHX/4Ub3/0/puFMgxDuS6anCBYSGOXkMgun1eI51IimNfL8T+h/qJ326kXcOuRUBCWTvWDV+kJ7Fht7sD64Nw9VwvExydAxBXBFVzJYPcQu4jfjXcCG2uUnQP8tjMZJv/6BF5CCTGDWK2SeizYufwXzwkv5JXMtXsZsGSPIGuu6m4F7w3W9XNAxcedu/dEz40yZUqBJeDdlqKLzAHJmwmigFy7flOcNSnrXho6ttcu1goDvuF26+INm7ftZbfR5W/U8AF0ngrAEd+T4m43ysZRUpQfsBu2evlv0KP/WOYq+yTmKazftBPeeXsKnY9Cgl1z7tRbvVoVGF3I5zi+boYP6Q+/LV4udnsbN1SehNdcBCrcxIrTtnVzsLGxZk7cOJ+NZn7oeKpGUlJfwZLdQvxKWbdicP/wCnFDDfPZ1Q46BvMuXGBQKDRqIES+KRl87Ed2LAENqhaH2X8lwL2nmXD2jgOU6vAPJF1bBaVqd4a9wYIiQo1UaToCLj4qy45X7ImGXilao0Yl8u/hFEgXlP8wf5Iz2Nvp2oDrzPNawGsmu7leHO0hjA8VvQRRQLZKsnlx1lPOeAAs0HjRi3O9VPQWjP0HfcXjvr27FuhnlCzpBr/++CUMHCYUuhiJQ0Vv4dl3QIg8QUaPGChLYSMterft3A/ffPGe6mI7jAGOYARrTKxw0d+yRTNQKo6ODtCieVNWRKHTOmZZKrlIz4lVR1PgcZzQ5R3d7gV8vvYBO65bu4bqInGy26D46581orFVfqLGzE3jajaw/Us3+HBZApy4lA7FHSuBS7M5cOIhwIllQjdenXQEVy/BW+TQTYBDKvlbxnUtAS3rZH0PkDo3W8I8r9QhnG/u4bU5IyMDrK2pJDM26tRwEIQCFpFbd0ikzYV0bdana6d24jF2epU+L6VEUI6MGwYIFj49u3Uo8M/ybtNClJzj/M3d6Puy3c+i+vpBg7HCbkjo06B+bWjUUOg23X/wCE6SMyYDO+o8g7Rhgzp5mmlXylyvWqOLYhMzYdmBFNGN9tUTX4ORJWqmrWQzAs0X1RbtVtLJCpbOdobMuxvh1St1zL9aIjUrFIcPhhreBDp77qJFOTdzcMyKz/UnJaewUTbC+NC2ggWCcrD4+EQoXVpYpBPyE37uEtyIui1KM71kNiXBKB00bEBpDy5W8YKo9hkwU4ORDQmJSeK8J3ZsCwruwPbr0xVWr9smxuy8NW28bPe1qHH1WpT4+vGoWhka1q8j288eMaQ/XNTMsuHMvbSAKqroSJtbKneel4OjIj/88gc79jsRDJ988BaoMXM0IUUoAt8f4gCL5mqVDXgtsQTwfQrzznFTBTeZbt+5B9U8KoOauH49CmLO/QXFLq+Hug1bwH//CI79amb0hLfFOdjtG/+BcmXdQamgW3O1csXBzkZX1mzIudkSTKz053p5jBzm9eI8OWFcqOi1MNAJbtCIKeyF9PXn71Jsh5HYvF2QHnNJJUoG5Qbnevk8C7o4U9GbPw4cOiYe9+nVpdDnA2OMxKJ33xEqegvB/kPSLm8XWV8/Qwf3ZVFT2HXavfcw/DL/i3zPclu0iZUC83n1wcgYB3t7SE5JgZDQcEhKSmayZ7Xw4NlLWHNU6PI2qW4NzT2SIDA4VDQb4uZ4lgBKnPlsPkqc1Vb0YrGBvEqLg07NK0C9KupfFrduWBJuRpxgx8/vnYdOzXuBGomJeSaqqtDd39IaOTjX++vCf9jxqaAzLDGCMC4kb7Yw8AXEd47m/bQE7twlGabcoDHS9p0HxNvDBvcFY4BzvRwu0yXyBhY8Bw4fF2/3laHoxe6Ti0YWiq+xR4+f0OkoIPsOaIvefr27yfo4VqpYHtq3E5wx4xMS4dAR7fOgqILFCEcN87FoINeuTXN2zGbeQoT3NLWwaFcypGnMeT4c6gAHj/iJIyo9unVQbFxUQUAVDYcX9mosevXNhdRMK8nM/unQcFAraPDE4RE/lkSrls1EzwkcD1BLxJSaoaLXgrgSeR1+XyKYuPDFApeIEfJxMiAEHj2OEeOFjJXp17J5E9YVQE6fOQexsXFG+T2Wmkl67/5Ddly/bi2oXq1qoX8mLlT79OwiFtV792vlikTeefjoCZwJO8+OS5Z0NUp8jjSzd5PGEK6ogpFnUTfviJEf+KEGOnVQ51zv9fsZsCNAcP/t0NAG2tSzhX0HtdeK/n26gyWhW/RqN1fUAF7H0SGc0661sNGidlo01xaIZ0KFa60akeZ0y5WOobTYL2nE1MWIq+a+SxYPFb0WAu4iv/vRN6zQlbJxy26IvHrDbPfLEtmyXWtgNUxmAysp6GbbqWMb8fyqaeFnCa7NhhjQv4d4vHvfEdl+blGVnffq3skojpV4nnjm75Gj/iyvuajClT/6BYrS6ahT9Konr/fX7cmQqfFzQnMelGYf8wtgt21tbaBbV62CxxKo5lEFypdzF2f1UZKqFnAzCDfhkHp1alpMBmyDerXB0cGeHeOIFJo6qpETAdpOryWNBOQUXUQYFyp6LYRVa7eKixs3NxcY2L+nWCx9/+NiM987y5qZ5sUOziEOHdTHqL+vu0Ti7HPslFF/lyVx4LC887xSV22+mMCO/7NnRbeYkmNDol8feaXNHHQn7t2jMzvGjcCdew5DUUUqbW6tAhMrTuOGdaFUKcF87tyFCFVsXIRdT4ej4UKB0b+VHTSoag2+fgHsfQNBUzWu3rEU8H0Q53o5QSqSokuLDEuRNiO4kcg9QNLS0uH8xcugNnAzAjdRkIoVykHNGh5giaCZFScgSH3jAWqDil4LAC8OaNzC+e6rj2D+d5+K5i1YpJ0N19q+EwXn8FF/JkNBcG4QL8bGpGtnb/HY9/gp1UVCmAOcY79w8Qo7Lle2DHjJ6HqNMQO9NMUUzt9IY3eI3EE3bb+TgmIBr0/SaC65GT60v0HjuaJAZuYrSEsXPgKDzwNY2bCP5s29xM8r/SPjZTHwbteW3e9Xxazh2IkzZr9POX2kpr+CX7YJbvHWxQHeHeSQJY/aUlybc5Q4q2jhfiow1GDxYWlzvSGh50BtnDilVXe0925lFLNQJdC6laf4t6HUXinxlJkKuR9yo36bOgI+/WK+WIjhhfv10YPZi2jqpDGw+K+V7PPf/bAQtm9cRo9WIdkqkTYPH2I8aTMHHQtRdnXl6g02o3ol8gbUr1fL6L9XzRyUdHl79+wMVlby7u2hi/P2XQdEF+dxY4bI+vMtmaO+J1nnAencsa1RHXl7dO0Arq4uEBcXzxbiuBlStUpFsHQi7mTApAVx8DxRs0FWeSGU1RjqjlyE/30K6uFTKNv3U+FoN36o476P7FgCqpYtzuIDD2qM1PA9WU7ViZJoo1IzK2mnt50FdXr153pDzpwDmAaq4sSp0+JxR2/Lm+fluLm6QONG9eD8hctMOYZrPMybNyevXr2Cdp0HQYUK5aB71/bw5huvi4Zbaoc6vSrn4OHjsHPPIXFe6PefvxZ3jd59ewo4OwmB377HA3QuIkT+iYtPgEM+fuzYxsaaFT+moGsXbbcXo4uInNkvjSrSGE/JSfdu7UUVxTH/APa8IPKG1NBHzllrQ+BM7+AB2qiOrTu0G1aWzOYTL7QFL2FyHO2Kwcz+wmZOQHAoxMbGs+NWLZoqOi+1MGDONpdto4kgzjErHcwUjr73gB2jdJbPJVsKLb2aqrrT63/ytMXP8yp1rjfq5h3WaEEvguUrN1hMwYtQp1fFJCYlwYeffSfe/uCdaVC7VnXxNmaavT1jIsz/WXBw/m7+Qji0Z63FykSMzd79PqIhRI9uHcHNzdUkvxfnev9culqMLpo1Y6JJfq8awQIUZ20RzPmUOsDK6biIcVIoW8R50UNH/GCEREpLGAa7Xod8/LVdL41M3JhghvZ/a7aw481b98B7s96w+OsfzpUiVdytoMyrC3AyQFg8dvBuLcYAqYk/lq6GxMREdjxz+kRwclJuXq+VVTHo3NgWyrhaGT2aS0ngohjnxY/4nmBjH+jOboxrr5xIXZstaZ6X4+5empmM3bp9lxX3Dx4+hgrly4IaQFUO3m/Eo2pl8KhaCSwZVGj+9c8aca536uQxZr0/R3yFjGeke9cOYEmYrehdvXEnXL1+CyKv3YT7Dx9D+XJlYNtqMlzKD2hQFX1PiGWpW7sGvPv2G1m+563pE+CfFevh6bPncPpMOFugo+STyD9bd+wXj0cMMV2R065NCzZLmpLygr1R4y66MWWhasbH9wRkZAgO5l06t2OPmzHALj+f1cOZeSp685aHyccwWrdsxhZlppg1xIgeXPThzvX5i1egaeP6YKkkpmTC1Wgh67FbM1s4s2MtJF0VnIPf/qEztG8nKH/URITPHZZCgNQqUR9GDFTHBhNKBPdLlA3GMm1TksSZL5Zx4a70olc3n9ey5nk5qC7gxSN2e02lTpNzntfSu7xIW0l2OnZ68dphzs3Zo74ndcaELAmzyZuXrtwEoeGXoGKFsqIEl8g7aEy1dPk68fbvv3wjRnRIwcf2/XemirdxttdSB9SNyaPHT8TIICdHB+jVo5PJfjdKadtr3pRxHpJ3Momc43D6GnF+Ds8/Stx5910Ncj5zIzX9MlXXC+e5pbP3GF9kyZyLyhDjcjxrFBdm+TTjGHIaupkSaT6nNLdT6Zw7HyFuSqMvg6ncZ+NfvICxq5fD7K0b4UW60PU3BToOzhLHcFXM85pQAZGSbrr4oBZeenO9KkE6ilcUil5UZWLMFPL4yVO4fuOW2e5LSsoLOKFRB2FNgYatloTZit7N//0OB7Yug4U/fA5lSpc0191QJdjJmv3h12LxOnHccJ03HH2mTBgFlSqWZ8eXIq6KJjxE3tm+66D4ePfv291oHcTskGY70lxv9vLZw0dPiMUOZsAa03yic4e24psEdpiJ7MGd6wOHjJOdnBtdJA7RwZLMWkskVCNtRhwy7zC3bKRZk4bgoInaUnPRixuPanGw3yvp8vbva5pNHnxs3t22EfZdugCrQwJh/Np/IVWjfDE2uKmCviK8wMLrsVK5/+AR3LwldECrVqnEDCNNwdf7d0PFLz+GDaGnTe7gfCZMHUUvPof5SEZRKXr1JfZS6b05NoNeaCLW8D6p9X1DcUVvJSNHvVgyfy1bK0aylHUvDd98/l6uncJPPpgh3p730xJFvyEpEWmHaNjgvib//dK8XowuIrKCkjqpfLZMmVJGfZhe66+Viu3aK2Q3E4ZBcxvpKIYpMxebezZmuZVI8JlwNnNoqYRdFwqcymWsIPKiduHURiKfUxsoT+fPl7vR9+H2nWhQA/vNMM+7MvgUbD8vbOxYFSsGh69EwMR1KyHNBIUvrjO4miA5JYW50SoVc8zzrj4dCAv9jrKi7rM9OyBGM6duTBo2qCNu0J89dwnS0kzXZS4oN2/dEd8ratWsZvRYSKUgldhLpfemxkdiloreJZYGuTerDHQcnP/TEvH2j3Pn5MlQaczIQeLCAZ3Z1m3cYdT7aUngm1To2YuiYQfO2JoaPHdo6IDciLrN3hgIeVyb8fwu8T8G3ZYsgKBbUXn+d/16dRVdDQ/7+Im7o0RW9kulzSaebcT5dz7Hi5silyOvgyXyMvMVkzcjXrVsIEjS1cYsSDWjNolz1M3bEHHlGjvGRXuzpg2N/jvP349mxRTyVvvO8PfI19lc4IGIi/DGhtWQboLNHqniLFDBEmdpUWGK9/PAmzfgg51bxM2I2JRk+OaAMKduTGxsbMTnHr4/odJP6RSVqCJ92raRzvWeMZuixceC53lV7d786PFTeBKjm9n3qpgVgLU9pGe8hLR000h6TM2CRcvYLip3Vevbp1ue/9ZPPngLps38hB3/+OtfMHhgX5PLdNXIjahbLOsTwYxcaxsbszy/MNd01VrhjfOQzwmYPGGkye+Dsk1jtIVVj+4d83SOULL+9cE9sDRA6OSP/m8ZHJg+G2qUyT2+wtnFmc2C4Zt0YlIyk1aTSZxh9mpMv/JzbuSkRfOmEHr2Ajs+FRgKdWrXBEvjyt0MSEoVFkpNqhWDeYu1C3svz8aqfk/EwmTl6s3s+JhfIIwaMQiUzO59PuIxXhNwTWJMElNfwMS1K5mU2atyVZjTvQ/YWlvDi7Q0mL19E+y+eA6mbVgNfwwbA9ZGjB9pKZHT4sJ92pTXQelFb6uWnkZ9bUTHPodxa/5lmw5tPGrAG23bwxsbV8PaM8EwyqsltKqqTdwwBl7NGrOccr4R0bBhPVAyx/0F7xSkbZvmqr5u5YeSJUuyzjbO8967/xCu3bgN1Tw0Aesm4tbtaHGeGDPtPTyqqODxL1Y0it69h47Bv2u36XyuenUP+OSDWRCfmCxGy1gaxzVmSsj7786A53HCzFZeaN++HdSvVxsuX7nG7Ov/+GcNTJ4w2kj31HLwP6V9g2zYoB48izW+LMkQrVo2lxS9fjBooNagp6gTGXmdSR+R6tWqQslSZXI9TxmZL+GLQ7th56VwdtvJ1g6epyTDqFXLYOOYN8DNPneH7C6dO4g709t2HYBWrSwv+qKwREffh4jLQocBHZs9PKqZ/DXUsKHWsRnP18ABph9RMDYnL2oNCp3gPjx89ER8PVgVtzXbdUsOGjZsoNPpffo8QdHRU9Kit713W6M+9rjh99H+bRD1NAac7UrAT72HQGLiC/a1njUawP96vAZfH9kDOy6EQ+bLVzCv9yAobmUckV+tWrXYecH7hEoDJZ6np0+fw9VrgqIHc5NdXN2Mdn7QtOr1Df9CTFIiVHR2hV/7DoVSDo7QqXpt8Lt5DT7auRW2vD4NrK2MtxFRr14d8TggKAyGDB4ASgWfN9JOb4MGDVR93covXp5NxaLT59gpGDLItGu8vZKRjHZtW+WrvjAXJd2ci0bR279XF2jdXOtMJ3Z6AcDFyQEc7bM6GaudR49j4LbGfh6NqVp45l8y9eVn78CYCW+z4+Ur1sL0yaPBWRMqTxjm6lVBpoa0a+0FpdwK9njhouQX38NQztkZZnfsBiUd8hc71KdnRzabiEZmwafD2HPckGN3USQgUCt57Nena67nCF1Np21eAwcvX2K3sTPSv2ET6LN0Edx6/hQ+2L8VNk2YxrolOTF8cB/4bt4C9mZ93O8UODnYiWYuhMCWrdpFTJ9eXaBMKReTPzRdOwmmY0j4uYsFfg0rmWsPcIGSCU4lAJKfaucpUY2g9r8X73+D+nXY5gnG7z15/Ajq1a0FSgTdV8+GC6oCV1dn6NW9PZOZGou1Z4Jg72Xh9y0aOgqaVKui8/UZnTqDrZ01fLZ3B+yKOAcOJWzht0EjmNmfMc4TbqzjeXr+PBaePY2B2rWM28nML6dOBerM85Yumb9Fc17B94RPNm2HiMcPwMHGFtaMnwK1KwiGoj8NGgYdF/8Mlx8/hN2R5+GNtsaTkXZurzWCOn8xQtHXgsirNyDm6TN2XL9uLahdU/e5bOl06dgGNm/dxY5PBQTDGxNNq+YLCg7RSb9Q8nOFk18RuGqL3nJlS7MPKUkpqRAVHQM21sXBVhMnYkmEhp7TuVhn9zeuDDoFK4MDYOnI16F++Qo6X+vTszO0aeXJdmGfPY+FTVt3w1vTxhv9vqs9Hkrqhpjf5xZKzhYePwq/HjssOmmuDzsNn/XoA5Nae4NNHuVmpUq6snOHkUXJySkQdva84rMQTQXO1HL69+mW4zlKSH0BY9eugBM3rrEuxC8Dh8GUtoJhAy5Mhiz/E07dvAGf7t0Oi4eNzrFTUaVyBWaaha+nuLgECD4dapHmD4Xh0JHj4vGAvt3Ncm2uXLEc1KhelfkZYGbv48dPmEGSJREeJUhoPWvaQJjkvQLnLC3h/bBTh9aiYgCNiJo0UqZM0/fYCXEer1ePzuBoRPfTSw/uw5y9O9nxtHYdYXBTw7PbMzp0ZovDOXt3wIawELCztoHfhowwShfWu01z8TydCQ2HhvWFKBalEBxyVscZ2FivDdzg3nVReB3+OWIMNK+qNe+rW748vNu5O/zocxB+8DkIwzybQ1ln42wG4nsUulOjEurOnXsQGxsLZd3LgBIJChZk2EjHDm0s4rqVH/r07MQ2zTGaEs1Tk5OS8uTZIwepqWlw8lSIGHHXpVNbVTz+qen5Gx0hIysVESC5IGQXUXTl0UP4ePc2Zmrx6Z7tWb6Ob3IfvfemeHv5yg2U25sDaP5w4dIVMfO4Tu387Vr737gG7X//EeYd2c8K3gblK0AFF1d4npwMH+/aBt6//QhHrkQUyMX5iCaep6iD8RPoTImUKV0KWjZvmu33Pk1KhAH/LGEFr7WVFSwfNV4seJGONWvD70OE3VWcuUK3zdwY0L+neLx7H7k4S3n2LJa5avPXTwczGpNIHYylC19L4OHzl3DvqSBv9mQmVloTobatjePcjI7A4dF3TWa4ohYzq306rs3Gi+ZKTE2FSev+gxcZ6dCsUhX4rt/AHL//rQ6d4du+grT1v9MBbJ1gjHMnXZugnFbJ+bzGcm7GyKi5h/ax44+69YJBTbJuRrzbuRt4lCoN8akv4Mv9xjW1kr4nhoSeB6VS1PJ59cECt1cPIWoRC99dew+b7HcHBoeKfkH4Gsb3a0uEil4VIbXZNxSmjqY8723fJLo0+l2/Cn7XIw3mVkqdnCkCJ3suRkRCumaQ37NZI9GtNzeeJCbA9E1rWYF17cljcLS1he/7DwL/2R/BmY8+h4+79QJ7Gxu4+uQRDF+5FIat+JttWORGT0n2LM71EgAHD2s7ifiGkd05QkORPn8tgrPRd9ljv2HCVBjaLGtB8HrLNmxBgnxzYA8zgcmJ1/p211nwWnIkTn7B5yjPt0bjvYLI8YNv3YTLDx8U+r60kRR/QcHKW4zLEVWE1CmfKjoHu5cpzTrcxmDaxjXQefEv8OuxIyaL9OCvbVS7KPF1hrnIx08I8ll8rnfr4m2U34PFKroB4/uHi10JWDl2ItjlMoqBzO7UDb7oJcwJLgs4Af8GyR9/J32d4UJaSaDkOuKy9rVhDOl1xMP7MH3jGnbcr2Fj+Kx7b4PfZ29jCz8NGMqON4WFwKko47nKt2yhLXrPSFQgSgLfJ05o8nmxOdPeRFFSSmPE0NfE401b95rs9x6RNFGkzRVLw2xF70GfE/Df+u3sIzYuHpKSUsTb+DVCF3yMuN186VIloU7tGlkeotUhQRB4K4qZVLSsWo197tuD+7Ls5uIszxuTtAZWy1ZuoIc7G86EndfJ+8zLhXtVcAC0/GUeeyNDcFY0+IM5MLNDF+ac6WhrB3N69oWQDz+HEZ7C5oXP1cvg/fuPzNgCu5HZge7RXJZ57fpNFo1R1JG6NvfNprNy/clj6P3XQmGRWMIedrzxFvSopzXH0eerXv3htUaCZwAuYM5GZx8RhdIxnk+J80i8s0kA7NM5N3mPkeLgQrDXX7+z1wbGShWmM9Wmpacq4lQKwtkbQu66VTGAF0+04xhtWnsaRcJ6+Mol2HlBMID7yecgROZhw66wuDg7gacmfgWjp86dz7tCxlQc9T0pmmji5rKTo3G6JevOBIvvL4uGjYLqpfMuV/2wa0+YqpkhXROiNcaUC4xo4vF6d+7eY060SgFf9/wago0DuV8bz5KSYMyq5ZCYlspUXUtHjstxdrpX/YbQp4Hw3vHRrq1Gi5WSdnpPn1Fm0XuJzYHHseMmjeubTNbL8Ym8DEcjL5stKojTs1tHcHV1ERtdGFNqCo5K8nlxg9pSsTKn+/KyVVvYx/PYeLZDym/j1whdgk+fFV+MbQ1crB/Gx8FXGonM2x26sBkSzIMLvXsb9kdoF0Gc0SMGirNGh3384ZbGIIvQJVRa9HrpGqfpc/NpDPT5exG8s30Ty+Gr7FaSdRPXjp/CjvXBz/0zajz4zHyPbVK8zMyEZYEnwOvnuXDxgeELHZ733hr5C3LIR4jaKaokJiWB/ylB6liihB10NjDjHJOYCH3+Xsg6vWWdnGHf9FnQplrWTSMpuFDBBYtn5SqQkp4Oo/5bxv59dgzo10M8JomzQErKC/A9JnSS0ICtR7eO+Tq3eL2be3g/O8589Qq+2LeTdReT0wrmzI9dnVKl3Ngxdnvi4hPAUgjVdHrrVSkO4eGhBiXdcjrS4mgGgu8xaS9fwjvbN5pkTEbpEud9B7XjEP16GyePGhVBWCAhU9p4G5TO5gbG5iDh9+7Cracxst9HqaReKrU3N6cCzhhN2ozv3xPXrYRbz54yh+b1E6aCk51drv/uh9eGQAlrG4h4+ACWnjLO+znOv3OVDXqUoBmm0pC+nk2dz4sjZsP+/RuG/vs3S2+4FxsL5gLP0+ABvcTbW3cIMnljcjf6Ply5ekM0ycXmiqVitqJ3yc9fwalDGwx+4NcIXaQyIUMzWhhKH/8ihc2IfNK9N9R2LwdjmgszEXMP7WUXZCluri4wctgAcXG54r9N9JAbgGd75qXTO3XDagi+fZPNir7TqRsEf/CZuIubEy2qVoPDb70Ly0ePh4ourhCXkgJ/nfTLk8QZNyyKMoFBYWz2BenUvg04OmZ1xN5+PgyeJCZCOWcXODjjHWhcsVKefraDrS3btKjk6gaPEuJh5H//MBMsQwzory169x04avbdYiWAMk8+I9S+XUt2zckPx65FQuDNG2yjZ2wLYRG0JTyUdX5xYZlf8OfwIhALNKXK/PJLcuoruHxHWMR61bKB02eEDizSWtLdlovfjvmwxx9ltVsmTWfKoqBbN2HVaa0rrrGQGvfxzS6lkJaWJm5C4qYZmkYag68P7GYbcXgd+77/4AL9jLrlyrNOJMI79nIiXaPwjFil5fO2k7noPXr1MvPwwNfDf69PgmqldI1WswPXbB90Fd4/fjhyAB7EC91OObG1tYWmjQVlE16TL2kk3krCXPO88S9esLFAzqHLl6DNgnmwPPCE2fxuRg6TSpz3GH09cVTS5cWRDKXFjMkJzfSqBKlk0ruN7sUaX6Q7zgvGLAsGDWeLdQSLX9vixeHyo4ewVbL7z5FKnNds2MYcgQldEx6ceea7XxXKl8324UH57Jm7gtR43/TZ8L++A5iMOa/gRWZYs+bwjcZoJCeZDb4h2NuXYMcnA04zlURRRWpK0kESzSBl/yVh42KEZwuoUcY9Xz+/vIsrbJw4jWX4olPqjE3rDH5fjeoeLGKBG2uhVKuoI521xviDfHd5NUYwQ5t6wh/Dx8DKMRNZ9MeF+/egy+Jf4Pi1rH4FudFW0vm0FInzhZvp8FKzNmtWoziEa0zd0AW0cUN5HY6jYp6I5m5zevWFbnXrw+yOwkjB1/t3G2XBLoW552siwQKDw0QpsVIKKpRdI61beUKZMqWMYl7Fn/dz+w2CEoWIQhqs6RDztYOxzKyU8jqLT0iE8xeFKK+SJV2hQT15XaU3hQkF9YBGTZkhYn7AWesapcswWfQXGjduY0qclbbhh53nAM2GBM7to5rRVPzvwG6Ijotl3fk14yZDrTJlISE1FT7cuRX6LV0MVx8/AlODm5VVqwib85gpfe6CNoLOGBzxLRrSZoSKXhWAxejZc4JE2cnRARo1rKvzJoiGFsjwZs3ZIoRTpWQpmNxGkDHNO3KAuW1KaVC/NjMHQWJj42HrTkFKSOS/y4sdKKRppcrQulrBzTG61q7HCuCHCfFw6eF9g9+DBS/veKDJ1nF/43dYlAoa2nDaa57LUrBrflJjENI3D113Q2BHZfkYIdZr76XzbOFviB7dtG8WGDdQ1JHu3EvVCXkB85PDou8w+eyn3fuwz2Ecy5GZ77H5RXQ/H7LiL1js55uvXXAsRqQjI5ZmYuVa7B4kJiWzYyx45czxxscZZbXoQo+viTc07y0fd+/Fzgm60H6skd0aC7z2YeHL5fNSzwVzgwoPY7s2H7t2hT3+6EvQrnrNQv2sQU2Ex/Hcvehsr2kFBUcJ0HuEjxKgJ4m5wdc779xhUS5nTjF2C9GxGRnplf8OMpqQ/TxwGDvedi6MmZAWpbne8xcus00JBP0xTOUcjJ4RKzRmbj8MGAKvNWoKJ9/9GN7v0p117NEjB9M3fj56KMv62Zjgc3PEUMFwDsFoUWMqVPw0a0gcQ7L0GEwqelUAvrFzB2FctOETkzPv8H42a+hm7wDzXssqdULZDDoH33721KBpxbTJEkOrf9eTLLMARS8uBnknHbu1haGMkxM0qySYgByNFKKSDNFL6uJ8pGi6OGOHm0cVoclNYwO5nWhOkZGZCaUdHaGVR8E3I3rXbwSNKgg7r9m5OUtnVg8X8TgpNK/hKgk0+qrmITyn8wIuTL/XzPKO8moJtdy1CouGFSrCsbc/gO516rM53y/374Ip61dBUlpqnn42Svxw9lt7XRWk8Wom9LrwN5QvaQV3buTdgyC/4PP+6FXhmvTroOHMlI+70P4+ZAQ73nPxPNsYMpnEWUFzvcdPBBVY2ZCfzSCkZ736ec53zw4cgcLXkzEkzmyUQCNxxvdHJWwwSVVBhtIvCsPuC+EsOqqMoxN0q6NtPOQHbFhglxjBzSP9kTRZHZzDlFX0mkPajN4Es7dtZMe96jVgTSME1RNf9X4Njs36gDUx0LMA34/QqT5Mo+YztYvzth37jTaHHRwSLm6U4oaiq4szWDJU9Kpunld7scaMxL9PCQUPZvS5O2V9suLnZrQXZotwt0rfBAbdbtFtEblw8YrF5VeawsQKzUBuxDxhb/RDmhTeOIa/aaKjc3b07N5Rp6tortkTc3I65KwYW4JyKENRRQcuCxsXveo1ZDu3hYEvSHZfMLxgaNPKU9yhPh0SDrGxxpV6qqYD3y5rBz4nsHBCIzecjf/YQNyHm4MDbJo0DT7oIszBbT9/Fnr88Rsz88sN7Hx6NWssdgqxw6BmMjNfQXgUn+e1hrDwvKtT8gMqiubs2cGOx7Vsk2UDqVOtuqKHBDrQY+fLNGZW8rsPF4QHDx/D9Ru32HHlSuWhejX5Y6LwGo+u2XwTTg6MK3HWvhcePS5/NFJhRsQMqYIKw6azgjQXI/AKsxmBjQv895GPH4kKJbnAES2+1rsRdRuePs3emNHUSOfzpa9vYzL/yAG2bnO2s4MFg0dmmWNtUrEyHJ35PnzXdyCLOESjse5//Aa7jDADbwhMaOFu9Y+fPAU/yaaanPj4ajfoe3Sz3KgiDhW9KkB6seZFb8bLl2yXCrsd7WvUgtc1Ri+GeLtjF9YJRsksZvNJsbGxgUnjhV16ZDnFF4m706GaBSRKTZo1zT7eZstZ4fx4V68JldwEd9jC0F0jUQ+6FcUWm9m9gXGZ+6PHMYqM7zC3tBnjHw5fEYqavBiK5caAxkLRi7LbO8+fZfk6vpYwpgTBYvyYH8nO87tzj92NeUf2i8VVdmYwuIHxZe/+sOr1SUzJgguSH30O5ul34OaE0uYNC8qNBy8hPvmVaGKVn5GM/PDT0YNwLy4WSjo4wDd9tB0IKThjip0unOv99uAeMBYof8QxHyQk9DwkaboU5gS9FTjt27UyihFM6N07zJAPn/uodJCDQY0FiTPOyaMvhZxI1Uhbtu+FFy/ypsYwBvgcCQsXRsRwY9KQKqig3H3+DE7cuCYqUwoDJjrw9/9t4WHGnetVyGgAymt5brqNjbU4vmBMMIIQI/CQb/sOzHbdhmqWWZ26QsB7n0LbajXYehuN/EzFCKmh1ba9Rp/n7WbB+bwcKnoVDsrvQjTzF2jgwRcyf5/yh/P3o5lR1W9DRuT4JosF73udu7Pj3477sDgdKRNeH8YuNsjOPYfh4SN553vUCEY4oZEVUq9urWzzFnGRvv1cmGiUJActqniwmS0s2vibqSGKenSR1InTUDcx4OZ15miO81Jd6xR+kVOvXHmo4y7slO/Jg8T5iGQHtaghLQK4b0BewDEB7HLgOfuwqza2ITsGNm4GCwYLm3Y7zofnae5KGuOjdmULjypCGlR6KWa5Y85jjerydBsvP3wAf54QTMm+6f0alHZ0Mvh9pRwdYb5mxAbn5IJv3QRjgJtL7TRmjij5U0IkjlSeiUWvMeCqFZzlRbWDHODoAHezl1vijHO93JAI81f3HjBdsaBPSOg5UR6Kr39DqqCCwv088L2hWaUqhf55XGa762I4m9+WkxaSojck1DQdy9zAzYgkjYlqy+bNwEETpWks8D1i5pb1YsNoQqu2uf4b9CxYPGy0qOzD2DBTMHRQH/G5unefD4tolJP7Dx5BhMZ0s1zZMrIbHyoRKnoVDsrveOwHFrw4j4bzuTjLi+DCEGdzcmNquw5Q3tmFFbx8h4tT1r0MDHpNWGDiG8OqtYIxVlFGugvawiv7jsnJqGusg46SJC5/LSy4u9i5Vh0xBiE7pOZAh45onXKLAnnZuef51PhY5sdJOy/d3uyK3u5d2+vIhoqi7Dz63gO4eUvI/UYHSo+qeYuIwk0e3q2d2LpdnlUT/Rs1Yd1evLYdicxdrtyqRVNxkzAoWJt/rkbCNPO8DnYAqbFXRbk/dkPlMOrBx+bDXVvZXDxuxmH3PSfQ0wC7kPjv3tm2UfZFO6eDRAJpLNlfQVUnxppJ5PO8vesLkke54BLnneflL4ImjBXMmZBVa41rcpbXDVI583nxeb4pLEQ0sJKjw4/SdbyeoQkjelLICV77OKiSKIrzvNj4QWUQSpYXDR2V5+skbhDhNRDh59zY4Nq8S0ehKMc6YN8BX1l/vo9OVFF7i44q4lDRqyJpM+5us0XIzi2QnJ4GdcuWg3c7d8vTz8EYo4+6CYXtXyePw+MEXTfFqZPHiMcrV2+2CIOXwnAmTCsTbJHDPC+XNveo20C23XeES5xwEZ/dohw3QbhDJho6FaUOPWaR8p17lPxLzd0QfMx40du3gXwyT3R3RIJv3zI4Q4qxVrwAxzkctc+MmnKed0PoaYh6GsMWI+9r5nXzAm5o9GsovEY3a2brcsLNzVWMl3oS81Q03FIjZ28I1+km1W0g/JxE2pzDRl1+wMcTHU7RRfuXwcNzXSDiounXwcNZtNSVxw9h4XGto7Hx5nq1i2YlmLbldZMnP+BGNy7UkT4yzfPqS5xxjv7aE3njWQb06wEuGmMcLG6ibprOCCjbojefHgM5gc7XqExBhsuk9MK1Gr+eGYqaLAxo5MdVfehZwjfJzInUjM7Y87yoWvnF9zA7ntOzb74jDEc1byleF+U2GsuOkcO1EufN2+QdGzkqkTb3sPCoIg4VvQonQMfEyotZqPNuxu9DRoKt3mI/J3CXHoPQk9LSYIHeXALOejRtIsytYvG0d79xFitqIUwyG+eVzWzci/R02H3xvI4kSS64HBcXO1FPDRezKHuRZqodKUKOwdLCytDOPcY94awV0kvGzkiTipXYawiL6uxcanvquDgXPdl5Qbpe2BH86eghdjytXUco5+ySr985UrPgPHj5IuuQ5EfirAR5bEGIicuE24+FhVdzNLGSeZ4XO+df7tvFjqe0bZ9n6Sa+PnBBifzie8goOZeNG9ZlWavIuQsRZjWNM2WXFyW0+V2o5wb+PHSpNUa3F6WqI4f2F2+vWb8dTA3OEoeeFa7VDvb20EyzzpGDjZqOn3eNWlC1pHy5zHw9cSDiIiSkymcKh0rBJo2EDXV07L1y9QaYEzw3uIHN71tODYbCgkXqrK0bmKKoeRUPeEtj8Jof0KgUVX3ob4AqP1PQt1dXcNRIvtEn5NFjeZobGRkZcEwTVYSbmV065S7ztgSo6FUwKI3kzs34pGzV0lPMb8Pw87b5zOnDAnlODyHz8t+gkzpmPLhDP3WSttv7z8r1UFRBYwUeYo8XG94V0udIZASbGXWytYPeDeSVnKGhRf1y5dmxTw7RRbpzvUUnukgaP2Gom7j/ktDlRTlSeRdhcSwH+DrJzcVZN6+36GxEGN6QyFtXZU1IIItew9fS7E75zzjtVKsOuDs5seI5u0gpKTxOBQlSQJxKQQjTdHkRT2ZiJTznuby5sGBMx+PEBCjr5Ayfa4rYvPKmd0dWJGPcx7vbN8kuIcf3ww6a2Vn82SclnTzzzvPK6wrMORBxQTZDvpy6vcZwcR43dqh4vH7TTpOryLCTmJoqpFa0atmMzYTLAZqJbjsXqrPpJheda9eFUg6OLAaJ5/8aZa5XU3CaCyx4+bnBjUg5c8X1waSTM3dvs6J18bBRBUpzQN8CTIJANoSaRuLs6OgA/fv2EGuCrTuE0cbCcvrMOYiPT2DHLZs3YQqoogAVvQrmSuQNiI0VZMgomcQs0oCbN8SdxYKAM1dYTOFiRN/tFIfm+e55YFAoXIyIhKLIxUuR4oW4aZOG2ZpebNW4K+JMIWZVyg2PLspprrdL53bi/TvuFyDeb0smOTlFdKlFF1euUDBk+mKMRSIvek/dvAFPkxKzfB13q93cXMTZcCVFQxibu9H3mQkc4lG1MlStIuSA5paX+KvvEXY8o0PnbI2ScpuDH9pU6I5syYPEuXVLT9V3es/eEOT9OIZV1S1BfNwrV6oA5coWrhsYFfMEVgSeFOPw0Awxv+dj0bBRTBaN71n+ORjyFZSOCpnr1ZXzy9/pxfgnvNYYY56XM0gz14sS6kiZTXqws8ijVzBpwNSmi9t3HTBKfrLvtSvMTbuEtQ0z1JMTLMwGNxF+5lbNCJUlzvWaap735tMYmHtoHzvGqLsG5XN/X8oOnN3mvh55zYcvLCOHadUSm2VycT4qmeeVKgYtHSp6FUxA0BmdMHV0nTtz55bo4FgQcHfri179RWnO/TjBoRixty8B40YPgaIeXySN/cjOxAollCilNIa0WX+uFx2cUUptCDdXFzEPEeVK0ueMpYJOnOnpWidO/XlefE6fjb4r+zwvp3mVqlDRxZXJpQztwuP96dbZW+xC+fqZP6NSyVLPf4NOsZgbV3t7mNkh/5IzzghP4XV4Iuq6znXNEFiM88zKa9dvQkxM1ggqtZhY1alYHK5q8lvlkjbjPDy6m+IGaUFd6THnks/AL/I7atSi94RkLlDpmzz5xffqZSbJxM6ffj6yXKA7LZevy+3ijIyXGFqtWbcNTAVuAu8/6CuqdAa+1lO2n70p7Iy4sYrXLrnBBgVy7HokxCRm3VwtKC28pEVv7qoYYyId/zHmPO93B/dCSno6NChfIV9+EYboWa8hi27DMcG9mvE2Y9OpQxvmroxgPOWVyMJnOB+RpEt0LwJRRRwqehUMlzZzsx60SscXLu4CtqgquMgVhL4NGkFt97Js0b4yOEDna5MnjBId3DZv3WvWWSklmFg1z2bGBOc5UUqJkkqUVhqDNtVqMEMYPOeY2ZuXPMSiIHE+EZCznJBvRmDGK8YMyQ1KK/trFvN5ii4qQhLn/JpYYQ41zz2c1bFrvjuKUjwrV4VaZcqyjYbcMi7xGqcTXWRmmV9+SU1/BRdvZ0ikzXkz3ssrPpERopNsYRw939FI1Y9evcKyYOWOxEHjOARnE+WadVPaPC835OtRr0GBJJn5d3GWX+I8dHBfNk/LF9to/mUKjh4/CfEJiaL3Q2EVENLuO9/w5J0/uWntUZ2NOeE6becF+c4JbszwAurqtSjmtm8Obt2OZgUcUta9tCwjGdmeK814AGaM58cHxxAYpze0qZfOTLexQTXfsMH9xNtbtgtd64Ly6PET0WTTvUxpg2o5S4WKXoWCCzcd5+bWzSHwplD4eFWuWig5LS5i3mgryBlWBQfoZFtW86gMvTRzomiRvm7TTihqhIXnbgjDXRUHN/FiUj5jUMLGBjrUFGTsOUUX8POFHDrip+oIlrxwSjozmsM8L3Z5jWXBz6OLjl+/miX3GuGdXh4LoASXTCUYjOmzPPAExCQlQmlHR5jurd0oKAh4rodrur2b8iBxbtNKInEOVpfE+cKtDNCIHcBLz8QqO+O9vIKSPT5G002jNikoXlU8WBYmsthf3m4vnm9pdJHUBdZS5nlxbhS9I5C+Mrs26zNQI6e9/Oih7DmkOJo1ZFAfcS5x3cYdYAp27hbM8ZAhA4XfLwe7L4Szedsyjk7iGJIxNleHNfOS3cUZXzfSTVm55LL5RZrb3L9Pd1mzk6XgxjRvUHStLU8O7SivluL7f26qIrkYMUzr4rxp655CxSEePaZVn3Xt7C1LvJ1aKDp/qcq4fScaHjx8zI7r1K4BZcqUgoCbgqShbfUahf75o5u3YqYxaFSib/wyTRJfZM5sPXOAnW2UOyLly7lDpYpZO4WPEuJFQzFjSZs5fNGZ01wvdjyqeQjSNMxHvX5DkMBb+jwvmozpO3Gi06X/jatGNX1B2larwd5EUXZ4SOOsKsVdsnP97FmsmClsydy5e59dtxB8PmJ8S07g5szq04Fil9fZrkSh7wN/PWL8SsTD+zl+b2sVOzif1UibEa+a1hCq2ajDxUvTJoVbhOM4BXo+uNiVYN2mwvJOJyFWb9u5szrmiXLQ0du80UUFjefKK6fv3ILnyclM3dVF4+hvLFAZgxvqxur2jpcYWqGLs7EzzFNSXojSZnxdvNa3u2w/m2+qDWkquPkaCy5xDrp1kyU5yMWo4QPE441bdptlo3zPPsHHAXmtn3znRh/u8SBngwLdn7mqiMdWGpsmjepBvTrCWCN25wMLuFEbfj4Cvpu/ULzdvat2g74oQEWvQpHmyuE8L0pcAm/dLNQ8rxSXEiXEzLFlAbryy84d24oLVpS/4EdRQVqcoLTZUKcQHS5x3g2jOQojM88L3TQLHdx9R3dbQ+B9lHZ7Dx6xXIlzSNg5SEsTFvytW3lmceL0jbzCFuwok8XC1FigzLBfA0FGmp1bsHQ3/bCJzVvMwUmJ7DwvUk/Mt8RcXmR4sxayxa+0rFqNHee2GGlYvzY4Ozmy4/Dzl9giWS2EaUys3F2LQUbSfbaxgtSrWwucHIW/qaBwVUmn2nVkWdCjNwHO0uF7GGbEG9PMypSL99t37sGdu4Jku3q1KsxATG74qAZ2y/E929hoJc7yy/0xFpEnIeAs9HFNXIqxQBk1+lzw5wluRMoBvg+fjBIaEKOMJG3mNCxfUUxx2H5Ovo05XFNWrSLkSeP6TqoUMQUYixkcIjzH0PTRWK7nD+PjRBM9ORsUuObisvaNYadNct3B3ynt9hYks3fPfh/oO3C82FBDmXtPyXhcUYCKXoUi3cXBeV50VcR4HHziy2VmwSXOwbdvspB1nZnFvsLuPLL3QNHJ7JXOxmUnbeaLabyIGks+y6lR2p3twCO+V7OPLurVXVpgWW7ReyrgTI5Oqfs1i8Se9RoYTXauL3E+GnmFzabq07OIRRflt+u1T5Nz7Fm5ClRyc5PtfnCJ85bw0By7SWg41lLjZIrGaGrpxuMCi5tYeda00RnHyM54Lz8/m+fA96grz5wXXiOxk49gZ/95chLIOZ9Yo7rQncQCVHr9VtomT0HAnFY+W20K+DXtyuOHcPmhvLOe+DyQxhcZW0WmK23uLWvnEF8n6IuCPgLGBB+zoc201zO5wDWetNu7YbOQx20q9u7XSpv79OwiW4yUPtvPCQ0KNGqTu0HBDf6wIXFeZr+C7Bg+pJ+OLH3xnytZxGZu4PP198XLYdzkd9jYIldj7d76L7i6OENRgopelTg3B94SZqwaVahYKLMXKWjy06FmbXG2TgrOWHD2FaGiFyNmOM0NLCAxyiP07m0d6ZGx3/S4i3NOc72Yh8oDzHHDJE6Tv1aUZkZx/u2wxsW2nxFcm/XB1w6+FnG268gVYe5OimezRlCmdCmxk2gOox0lF73coEduh+0hTbxYJx47MoE5GMCpNbro1qNMeJ4odBa89EysCuvcfCPmiSijlHNWEY1fKrm6McfTFUHyupmPGKrtfqxet9VM87zyF703Yh7DtSePjRpVpA+ql1C6aazM3lHDBoCtrVDg7D/kC0+eyCfZlZKUlAwHDx8XN7ek65nCgMUDd20e6dXS6JveyDCNaRI2Pi49yHlkIz+MHqEterfu3G/SuEPsOHIG9C+cm3JObAk/I67V5D5X+Frh0aHY7TUFqMDs2rkdO0Zl0pff/gJtOg2EfQd9s+02Y1H89ntfwjff/yZ+rm2b5nB0/waoq5FLFyWo6FUgKP2IunmHHaNkCp/oAVFC0du2mrxP0qntOojdS+kOPJq8lC5Vkh3jour+g0dg6eBFI1Tj3IwXSM+mjbLN5m1csZJRnIENwRefaJqAhZ0hMNS9cyfhYpiRkQHHjuu6clsCL16kQuhZYVMCnUB59iMn6PZNNv9mW7w4dK1r3Pk3BKWffG7YkMQZd9O7SaIApOYRloZU6omdN0Oz8FIwoohvHvVrKG/RW8YJzWXq5Uni3EYT94UEn5Z/kW8MeJcXaS6ziRU3TUI5spzdd3RMndFeiKNaesov2wi2gjB21CBxQbt95wFITJKvk5zTe4Wx53kPRFwSzwUusE3FII2hFUqc5ZZtlirlJs7WoroC50mNASpreEerc4c27PfKwbn70awLbgo/D0610mXEkY1t5+Tr9lavVlWMO4yNjYeDR+QdPcgOHMXgrx0nRwfo0lFYt8jN9SePxehCY50rbmiFRmPZrc3k5s+F81iEEQdrhbETZ8GgEW/ApcuCn4n0sR40YqqOcdzoEQNh56blULq0sL4valDRq0ACpa7NbVuwNx7esfCWYZ5XCjpC4g48dqvWhmjdL9FJr48kyL0odHvRiCfmqWC0Urd2DeY4KYWZFmh2Dk31hsc7ilhgobz9jKZQMITuXK9p3sBMCWYK8t3oVi2bga2troP5AU0sQceadWQxRcoLAzTRRdhhTknPulPes3vRkDhLpZ55KQD4uULpfv1y8s9CcunZjgtnmXNndrTwbCK6hgaFnDW6uY4chGqKXjsbgFoVXsE5TfQE5qzzmcmCwtUkXF0iJxNatwWXEvbwJDFR1qgPafcDZzh37NLKWo0FGrbxqJeaNTzEzGdjzPP2MZG0mTOwsVD0Xn3yiHUX5Wb869rM3tXrtxllHnL7rgPi8aAB8kmbN2met+irYsqNCK4qw013OR8vfUMrU4BdSZ5mgPOkJUrYGeX3cDl400qVoU5Z+V+f/LVSwtqGXdN8r2U/fiYnaLC6c/NyWL9qsTjawT0NOnQbCu9//C3LncdZ7W59R+moRr/+/F34c+H3rElSVClcYBVhFAIk+bztWntB1NMnzDFYLudmKTj3OLmNN3x3aB8sDzoJb3XoLGYB9uvTFdZu2C5eqKZKXJ0tkVAdaXPWrEuc2+ByM3RtNBVOdnbMlAkNGXBRivm9hugpMU7y8RVicowVA2Buczf9wgoXAlwua0zXZn261K7LXNAT01LB92pklq5l107tWMcXi6mjx0+xLjzK7SyB/46kwP6QVMh8hZmLtaCk91/s8xehKgz7PucYh7NJQlc1M7EODJ8nfxb4y1dVoDjYQlxKCvSYGwJlbbIv4sp3XcFcwZHXvnrMikclc+O+sGBsXM0arl27zhQQCDqZF+a5lZyWJhr0dJdpnlcKbkRNaeMNvx33gcX+vjCuZRvZcmfHjxkqKinWrN8G48YMAWNy4pRx83ljk5PFjW5TzfNyqpYsxTqLIXduwc4L4dCwQs4u7PmlQ7tWbJ7w1u27LCkBx3FwhEsuEhKT4PBRwTjQxgalzcI8eWHBTh7P/+YdPlMxuEkz+GzPduZ+judFLl8X3BD45Iv57BqCm7JYLGFSiKnmeeV01JYiuCrzBoXxzMbQXA7f87edC4ONoSHQs55pxhBQ2dK3V1fo3qU9LF2xHn5e8BfLo8Z1xr+rN8HWHfvwmyBeM+aG72l/L54PA/v3hKKOZay+LHqetwUEaPJ50SK9rLOL7L9vfKu28KPPQTbLhfI2/ibbuUNbNiealJzC5CgY5+Pm5gqWyhmNdDa72Th+EcVdXgyNNyXYecGiF6OLvuilNTPQ3wFs1qQhmx/FjjUa86BjZlHoJqIT8E2NE7ApF4mYpdyrfkP2pocSZ/2it2RJN2jZvAlzqsQ3oNNnzsm6wDMXAZfTYN4mqYy0AtiUFDq20XH4kX13NbNYKjwtGQVQDCD+SW04n0MntuBYgY1TXXhpdwEiY8/Bw0TBu8AgdtXBRtNsuMaUi8a4P/LToraNjrS5uWfWjbr8cCrqOuuK4yZOG5kW1fpgFvMfJ46x2eF9ERdEpURhQVUSjuM8ffYcTp8JhyuR15mTtbE4kU9lQ37B92F0u8ZYtOZVjGuWlJ3EmRW958/CnB59ZJ2HxE1AjC/6dt7v4hy2nNfEQ0eOixtBXTt5y7ZmOXYtkkU82llbi4ZfpgLXfZ1r1WXdROxgylX0oolRv95dYdvOA2xDdsuOfTBj6jgwFliYHfMXRq+w29hDooSSk7DoOywZQDACM26DAjdA8P0fr2exKcmyee7kBVS7zZoxEUYNew3m/byEmcNh4YuPs3RduGHVEuYxQlDRqzhi4+Ih4rJgsY4mOJjB+tuWQKN0eTnuTs4wqIknbD57BpYHnBSLBtwdwpnE3fuOsAviIR9/GCmxTLc0dBaQep1eXIDghU0qnTQlONf71f7dbEblSWICO2fZSZyx6EUO+fhZTNGLixiUN/PnJc/A5ezXyGWbVZLXCTgv4MIdnxvotJqWkcHmF/Wji3g8w5Gj/qovepNTX8EXq4Q3VVtrgPqVXkJIqLBhZG9vBy28cn7O3Uu9AjEJmWBbzAG8a1QHq2LGUSM8TmsGwfEXIN3uGnhVeAk2VoY7uLhBdPmK0OEs615aFeYeZd2sYGIPe/jyS/lMrLhrc8dadbI8h+WivIsrjPJqBatDAmHR8aPwWkPDsXAFWfyhVPOPpavEHNjv//cxGKuLdEpnnlf+Tu9BTfZ3r3oNWZFoalC2+fnenUzZdOvZU+Z+KydjRg6C739czNRIu/Yehh/mfgZurvJs6G/fdVA8Hiyna7NGLotyc1MWNpxhns1Z0bvj3FmY33+wbOkEOOOJRS93cTZm0YvJEjxysGtn70LHq2UH93LoUKMWVHBxNbraq6yTM9sQ2X3hHGsimRqM4/rtp69hysRRMOerH8H/pDCq2LhRPdi4+o9cPTaKEtTpVRhopsJnNtq28WILgsCbN2TL582Oae06sKLX5+pl5hpZs0xZ9vn+fbuzohfZe8DHYove9PR0FtrNi6oG9XS7BBjrhOY7OFsrV3ciP6CZCV688T7gjnN2hTdGF/3465/s+NARP/jik9lgCaCZmjjP28LQPK/ppc2c7vXqg72NDZu5xm68/jwkFr1zf1jEjlF29/Xn74Ga+X1HEkTHCLOv7w5ygBLPD8GRP75gtwe+PgwWfqSV2RvijQ03ICwcYJhXI/hzhPGkdBkvPaHBvJ1sMdKv600mpzXEo8dpULfJu+zYqVIFWP3PEZO4ssqBnCZWPhoTqx5GmOeVMqtTF1hzJoj5E6CEV673NZQ086IX5xO/mvOuUWbXbt66A/fuC2ZGuCmNnRQ5SX/5UtyA6G2G6xmCSiacWUX115k7t2QvevExww3a/Qd9mQvt1u374I1Jowv9c7HD5eMreCfgue/bWx5pMxKgkf6/Zob3f6R/wybwnvUmiElKBL/rV6GbTK/Tzh3bsvOBBqrnL1xmZkgN69cBY7B7r7CWRAb0M45rM8rQeabxcBM0KHDzAWPy/jhxnHkVmKPo5TRqUBd2bVnB5nvRWHLooL7g6Gj6DRolQ0ZWCpY2Yz7v/bhYttPKbhux6MWYAszLRJYHnhQ/37N7R3FO7KjvKfYGZYlcunxNlEQ1bVw/S25ckGa+qrVHdShlpN3JnMBFOHekzSm6qFnThmJMzsVLkRYTXSSVNutHFeG8Ozf4kjv+Ji842tqJhS7u9OrTpFE9cWF8KeKquGBWI+E30mHVUeEa0MjDmnUb82NihZ3ww5eF4qpfw8LJcfOyGOGz97ihlx3lyrpDrZqCOyqaE6EBiBrABf6Vq8KGKL7mMbO2oGAUG8oBjWViJaW2eznoqynmFvrJZ5CIcubWLQUTJpQ5Hzh0DIyBsV2bA27eYBtoKKPFLpK5aKGJLgq5k715YmGYMFZraPXf2i2yGDRhEc07iahS0zejLCi4DouOE3wKWnkI1wpTg/Oj2PmXO7MX13fDh/QXb2/cbBxDK/RNQK8R/jv79BTc3OUGN55FGbqJNigwvoq/dvl63VzgWhE3MsaPHUYFrwGo6FUYaOognecN1MzzosOyR8lSRn2hTG0ndGjWnTkNSWlCAYiSI27UgREAfB7D0shtNu6M5o1f7oDzgkQX+V69kq3LLErhWrYQLvS4iDgbLnRALcvESldOeOjyJfa3VilZiuVYmwP+5rov4nyW6AKWtdxVO7t09Jh2U0lNpKW/gjmrEgHXptbFAb6f6ATFrfRnrVvlOjcan/qCdcZNsaAf6SVskKBB073Y7M21enTTnp/DPoIJjtIJPyc877m0uTDdaVT4IPXKlmevI2Mzu2M38bV7WUaH4HFjtIXUmg3bwNj5vGjKZCzX5k616rANNXPB3+t4tJjcdOviLbpe4wYtM98pJDsk0uYhMkqb+aZqeWcXk/t56Euckb0XzxtMCyiMxJmzedseNs4mN2jkyGOkOrZvZTR/GL7BiRsErvb2YAoaV6jE1Hjs92tynAllQvJmBYE7YWg+hDg7OULjhnVhze5t4jyvsSV3Q5p4whd7d8Kz5CQ2EzGxtRAD0b9PNzjmJxS7e/cfZa5xlkZQ6BWwKYXFbjEoVbUdnI7U5kjiwjLo5i127GJVWedrpsS5WA2wKlaMyZs2BN6G2mUqG/y+SnW7gk2IEL20yy8aHMqZ5/7mlXJuVuBRLvv5JJQ1ozkNgvEG+rOLomtz/UZmk6X2qt+I5QM/TUqCgFtR0LFm7SxFFXdCP3z0BNuFVRt/7U+G6xrn4Gl97KF+FWvmwBp9T+hcY7e0QnlhLCI70OwD6VK7HjjoSdSNAc54owHg9ZjHLONydieh2NKnV/dO8Nc/a8RZ+FlvTQJ1eRA0VmxUkSFaV6sObapVh6BbN5mT858jxsrycwcN6AmffjGPRRf5Hg9gMXSF6YDnls/r3U5e+ST+fD7P27u+aZxgs6NFFaGjef5+NMtVRtM+OcFu37tvT4GPP5/Hbs/56ic2ClLQ2V402vT1OyW+T/TqIV8nESXeSIuq1cw6+tCzbgNwsSvBNg5RMTNQk6lcWBrUrw1NmzSAc+cj4NHjGDjmF6izESgHe3Rcm40jbcaNANwQkG4QmAJ8Toz2agVf7t8FG8NOw0fdeqpmRKaoQUWvgkCjHr7DhjmkGDfDYwuMOc/LwTe18a3awO/Hj8I/Af4woVVb9sJFZ8wPPv1OzH+1pNgVJDX9FfjHDoWS7YRh/6WB+KGNUXlpFQfPSgoy4T+2ucHfmfJHrOQVK5dKkGkTDR9vPAeOKYbNrAA6QklN137fbYB9P5vv/uaVMV1KwJwRjmBrk/WNIiz8gig9R2Mu6ZwedlVPRQnGbz3ryR+zkh/pGXYuD12JYG+6+kUvyo3wNYOvneN+AZCWlpZlLlnJXLmbAUv3C7v0NSsUh7f6OWSJbslN6slipS4JhRqXtxobvH7h/Pu8I/th89nsi140F3NydGDFEqpt0FBQLmMdYxEaLo+JFRY0J25cM2nRi+C5CLq1nEk10ZG+omvhDejQGGfo4L7MxRSfb+s27oDPPpoJcnEj6jY8ePhYzHJHabycoHEUd6HvVc+8bqtNKlVmG3lpL1/Chfv3oKURZL1ovLN+0y5mvvgk5inMnb8QfvnhywL9rL0HfCE9PUOM78PGgVxwiTdGOZkTXKP1b9QE1oeehj2XzslW9PJuLxa93NBKzqIX3+8OHj4uXpMxDtMYHIy4xOIDMQ8cNwhMCRbZXx3YzcZELj64D40rVjLp7yfyBsmbFYR+DMKzpCQxHL5tNdM4ik5q7c26ifh7cT4BQQlSC42b8bNnsToSbEtgrU8cZNpm726Xbn2P/d/qpTMUzzTvQtguXXgepNkI58ZSWH/sBYz9OQ4ePNOVBiM6nZW2uoUVdiESUlNZ3id2j8wJdz3HuBFD0RCtW3qyY15YqYWMl4KsOeMli/6DeROdxM2J/Mw3ht+7C/fj49j1xZSxUmgyglx8cA/uPhcUEPrgBkSXzoKyBR1ljx1X/hhHaJjExKoQcRQoOU9JTwdHW1uj+kbo07teQ6jjXo4ZN/0bJHTo5Mrs5azbuJ2dT7nIz/x6QeDeESgzN7ULvT44E9m4oqAmwvgiY4Ab+7/99JXYFVuxapOOgiE/7NwtlTb3ke0+4vMzPPqO2cebOHxj6uSN67LMQXOGDeorNjP2HTzKNv7kAt2EeWZsm9ZeUNZdXmM0zuZwQVo8sHFT2ZUJuYFGo001r5fj1yJN+ruJvGM57ToLQBqD0MG7NQTdFt4ASzk4Qt2ywuyLsUHHRlyQYgTMsoAT4F1DcDHGnbkzYefFCyKf81U7aRmvYNlB7GDZwMuUx1Db+hDM0esMrAyNgR0RAK2re8Bnncxb9F6NaQIfHvCDl7bR8PtbNuBka3hmBTvzt29Hs+PFC76DChVylp2ai/SMV7BwVzJcufsSzkVlwKBvY2HBNGfwbmCbzTyv7kLzVJRQ/HtWqgLOdoYjaUy9GMFOjdQBndOja3s4FRgi/k2dOhh2E1Yaq3xS4OItoYMyvlsJ8KxpI5F65n2ed5+my9u6Wg0o4ySPwUxeQOdZnFPFghdd2LObWe3ZrRPs2ecjSpzljDuRm/sPHrEPpEb1qiwPuqBwp+AONeuwQsdUoP8AOmqjJDCn/PH8gi7WDerXgYjLV5n0/rh/IDM1kn2e17s1yM1ZTXHlZYZsXkNgkYczvcaa60UwP3TKhJGw/L+N7Jry3iffgu+Bjawgziu4GX/8RBA7drC3l7VLiQ0A3BTCjdVmGrNPc9JesyZ7mBDP8q5rucvz3l6mTClmXIpmYDhStGvPIZjw+nBZfjZPADGma/Pz5CRxTGNYM/PEAnatU5dt7mLCxqxOljcGaAlQ0augeV5eVKLMDh2E/3dIMHZoU62GSbP6ML4Ii949l84z10KUnfXv0x3+9/3v4lzv/G8/tYiZhV2BqfAsSVjEJ9/YCH3HVYOOjXRlpz+cFIrHXg2rZ/maqfHOrAE/+Duxud7U4lHQt5HQPdSnfQNruHZGWKBlPg+Fjj20RhVKAwvcb9YmwvaAVHie+Aom/xYP7w50gOl97SEjIx2CQ86y70NZM1cccE5qpM3ta+pGTJkDLKbQzAIXSYevRMCM9rqLEWn28/mL2TtwK4nbj17C7zuT2XHlMlbw7iCtZBDnefMT3cKzlE0lbZbStlp1VvRiJy27BVHP7tqF8pGjJ1iHMD8Lb1PCvR8Q/ddEfsGC0xRRRYboVFuIRgm/Fw2xycng5lD4eA18X8L4os++/IHdXr1umyxFb5Z5Xj0XeTkIvXtHTFNQAujgvFRi5GQsvvjsHVYYPX7ylElsl6/cCNPfyPucN8Yp8tGw3j07y+pay+d58dpuTmMxTllnF9YEiXz8iI0lyFX0Iph1jUUvlzjLUfTidXTfAeFnco8YY7DrwjnWlceOK98YMDWda9eDBcd8mErSGHPwROEhebNCQKMePo/SppUXi8wx5TyvFHSNrO1eFl5mZsK6M8HiohZnmHisx7kL6li05ybb/Hu/sKB/+eIppNzZk6WTiDOj4dF3FbMQwd1m3lE8eEUwPDGEdCF8JjRrjI6SKGFbDOZPcoLvxjuBjTUuLgF+25kMM5bEw8nTEWJMVguvpsyghIPPT+5u7l3d/EUv0kMzR3TkStbXBwbFcy5cvAJKJzPzFXy+KgFSNT5oeH4cS2g3uk7kQ9qM3W8+qtHPDLFSrT2EaxcaJ2UHzmd6Nm0oRt5IC0tLzefFeA2cI0Xkyv3MD43KV2RKJiwoT2g2sORg5NDXwNZWWHDuP+QLMTGGZe354dr1m8zkB6lftxa4u5cGOcFFcsTD+4rq9PIZVszrfZJovPg7nJ+f+83H4u3vf1zEcmPzynaJa/OgAb1kvW9c2m3ueV4pvKhDV3o5QUO/kiUFV+Wg02ch6mbhNzsCgkLZ9ZSPYVSpXNGors1Dm3qxdZI5wEhLBxtbeIGb9RqlJqEsqOhVCFKZIEqHE1NTmUwCaVddWLCZCtwpH9NckCru0TjhIf0kO3T7DsiXr2gu9p5OhbtPhOif5KhN4OJoC00a6y78Lj96CMnpaWwO0bOyMhYi3NXTJzKCFX6GQMMnTohGQaBk8Dk3smMJ2PipK1QqLVyWjp1Ph4/WlQRrl9oGCys0V0EXS2Ge17SvkezooTHTwg40j/2SLuyqeQjyOOyQyrEQNyabT7yA01eFjbhh7e10JOeItOvVIY/S5vrlykONMvKa/+QFVMsglx7ehzhNbIYhenbvJB6jxFmphOpErBW86MVrCIKbnNVKyVvE5QVUMHXQmL75X5ev6C1Vyg1e69udHeNm8satuxWfz4vXs4zMTGYe1bC8eaLXDI07ldbk0vPYPmMxfEg/6Ni+tZhB/fnXP+bp3z158pTNjHKVXA9JPJwcaOMKlVP08tcMFr1yzvWimgpnezkbt+yR1bXZWNJmVPFwD5rhnvIrMPIKjofwJhVKnAnlQfJmhSCdFcI3VJTUYEGD5iJNNMPxpgQdAv93cC8zCsJdXnzzQ1nKgkXLxKL3809mgVp5mfkK/t4nLH4z02Lhxe3d0LFLqyyu1GEaWVe9cuXByc780iYe92JtZcXicXDWqpVHVgMnjI9xc3OB2Nh4uBRxFZKSklURVN64mg1s/9INPlyeACcupkNCuiOU9P4DUh/6w5WMNvDxCm234fxzodNdyqYCzF2H7UjzRzNlvioDNlZ2kPYyFSb/dR48nLTdXcSh0cfg7CZ0c97/5zmUL6dc+dORs0IOpLtrMfhkuGNWqafkmpVbdAuXNvdrWDgpbkHBYhsdPeNfpLDOTXYuxb26d4Qff/2THR864gdffDIblAZmdPP8bbxeNW6o+xwryDyvKV2b9elUqzbsuhAOftevyvpzMRZs284D7HjNum0wc/qEQo3k6LxHG8HTIjRaeK9pVKES2CokHQEfLyz2ME8Z1yR9jDiagL/r1x++BO+ugyEtLZ2du9dHD4EunQSDOUPgdei/tVvE3HpMmrC3l8/bAc1EMe4MaakAEysO91p5lBDPlBp1ZPR8QRfnZSs3sOONW3bDpx++VeDxOjwve6VRRUYqerefE0ag0BiviZldkzvXrstyz32vRsI38vmpETKhjCtrEQcLktCz2nxezEv70fcwu40FjbUZ5spqu5cT50ZwwTqjfWdo1rQhc3JGA5WIK9eY9KVGdeW8EeSHQ6FpEPVQcPVMjtoCr16mGNy957NMSpA2czBwHV1WcZ4HZ0cNFb34JtXCswn4HDvJZmrCz0cYZQbNGJR0soJls11g0a5E+GNvChQrbgclKvWAQNzIvaHtnsY6XwewBUiKrQo77+t2Vc2JlVN1ALsr4B91GZyT9M5NsSZgX0Uo/IJQ/RSlnPudHV+PdQJXR91FT9TNO6KRUp1colueJiWKrrTmmOflr4fWHtVYkYf3JbsiD69xZd1Ls9lClKDj34jXPCWBMlvshCGNGtTVkfznh9SMDDih6a5yWb45wHEa5OqTR6KHhBygYsqjamW4fScaIq9FsREi7qCeX3BeVKfTq+ciLwdhCpvnlc71sqLXyHO9fIxq9szJ8MtvS0VDxoBjOw0+x0PDzsOX3/4KAUFao0O5zee4gZebvQPULG16hUp2uDs5M4fvK48fMlWRnEUvGovhKBu+Zu7cvcfkyQVVNuCICH+fQHO5mjU8jOrajE795vaawehCBBtGMYmJJjVtJHKH5M0KAN+MuQlD29bN2e59oEaqYep5Xin9Ggqyub0aaSIuHPv11jrSSc0J1ATOKv61V5jltcpMhpRbO9ixoQs7f9NT2kKEZ9IevJzDXK9U4nwmHNSElVUxaFk+EuJOfwzpcVeheGYclHW1Ej/cXQEybIRForttNZ2vmfujjLWwiM+wu866pNKvuZRIh5cvYtiHLSSY/b7m9FGupBVM7W0PPb2yLjjREZfTIZcFET5HM1+9goourtCskvncT7nEmRfghsBrXI9uQsY1cuSoPyhZ2tzCq+DSZnyPwdENexsbs77P1CjtDpU1ha6/Ji9YDvBcvj56sHgbDa3yA3YR0bvis69+gPrNurIcWb54L126JBjLudlTIfO8HD7Liqqn7MZp5OSD2dPEMRDcXPt9yQqdr6OB3uTpH0K3vqN1Ct62rb2gu0wu3frzvFj4m9JMNF8S5xvyzvVi0ThqxADxNipfCiqh3r1XaN4gfNxAbq4+fgSXHgjqqeFmcm2WgoZn5ZyFlA+51StE4aFOrwKlzbgDz+dITJmbqE//hk2YEx0ujviOFc71cukLOibOemsSqI2j59Ig8p7Q5U28sQVeZSSBi7OTjtEQ+1pqKlx59FCRRS/O9X65bxfLHr0XG2sw07Fl8yaqmuvVB+e00p6EsA+U0n/03pvi187di4ZOi1LZrLX/d01Z91spPIhvAfW/3w3pxeJgxcfpTBrPefT4CdRtMlSUoJ88JTi0q43jJ7RFb+cc5IfSeV6URppz4ciLXtzISsvIyFZC2qtHJ1i3UdgIO3jET7bYDqWZWPE8aVw8m9NlFBfZHWvVgfWhp8H/+lUY5SVfF3XMyEEw/+c/mMxyx66D7BpSpXKFHF25sTO1dfs+Ju1ERZM+fXt3AbmJTUkWDcW8FOIdwUEvCzxHmIeOBUb98hWM+vtQnvzL/M9h2Bjhev/b4mUwYmg/KOnmCj//vhSW/bteNP1EcIznw3enw9RJY1jetnHmeZX1/s/NrJYFnhDneuXscI4dNRgWLFwGCYlJbH26et3WfF8H8T7pzPP2N460+fTtm6K0uVpp4+T/5gc8Dyhx3hQWAseuXYGhzbzMfZcICcrauiqi6BtkoFswur+hoUVzM+76YlcGuzPYpTl4WZBfo0QW32SQ02fOsUW8msAL8Z97hC6vnfVLSIraotNh1995x78d3fhwJlBJ1CpTluWPIoezcXGWGtygg7OchhemwP+UYE6CcIMT/aginHdXUsGLYGQCn8M/ckUoLDgoAy5XVjhv12/cYosKtYFyef+Tp7VGRDnMNyanpbE3fnPO83LQEdemeHGWuYnSs+zAGUIbtBHHnXr/IHjxQlkS9DNhcplYmX+eV1/ijEWvnNepShXLi8ZGySkp0Kx1Lyhb1RMaenWD7n1Hw7gp78AnX8yHhUtWsGJq8Mip7GtfffdrloIXH2ucOf3k/RkgN+c0ppXOdnbMVExJ4PW1juY+8c6nsenetQMM7N+THWNm7NiJs6FZmz7w59LVYsGL7tyzZkyC8KCD8PabE5kJk5zgRgmXdCvJuVl/rvdxYgLbjJCTsu5l4H9ffiDe/vJ/v4jxdHlly/Z9cPPWXTFLvEE9oTMtN7gBrjSFBJc4H78Wqbp1l6VDRa+ZSUxKEqMxsNuI7sEBN6+LizR7G/PlwjI5s2ahyiXOGKXUq3tndowv5gOHjoGa8LuQDpfuCF3emo4R8Co9IVtjEj5j1bRyFbPMVee2m9irnuDifEivsOK4ubmKMVMYtXE3WoiMUU1utSZqydHBnkUdSDkVJcj/zZXHl1f5+WFNN01Kk0baIuPiJeVHF+kTfu4SxMXFs2M8L+hKnR3oYIlFpotdCbOfK7yWcnl1TtFF6KvQrk0LsVA6FajdlDQ3WIBfjIgU3y9wBrIg3Hn+jPk1mHuel4OdXiQ6Lhainsq7kTpx/PAsmza4gD8Tdh727POBpcvXwtdzF8BHc76HY34BOovUypXKwwfvTIPTJ/bA0QMbYcrEUew9UG7E95pKVcwWt5IT3LmYj/uYgvnffcrcmJHLkdfFaw53eg45uQ+++/pD9j5nDK7HPGHGd0pUeiGovEMprTGii5CJ44aDt2Z2HT0E3v/k2zwXcBGXr8G7H34j3h4/ZqjRZm35WECzSqY3fM2OzpLrGTdCI5SB8q6uRYzg02ezzvOaKZ83p7le7Nag3Jd9ro8653pZl1czy2tvCxAXuT7HucQzd7XzPEqkl6aw8ruOhYXgtJvTXK/S83qlBIecFXf0sQCRLjRxB57HE7SvqcyilxcSOBoQ/0LIGeZIY7HOX1Bf0XtMMs/buVPbPLk2YzdRCY60eZnr5RJnDkqclUJI6Dnx/QJNtwoqFz+q6fLWLOMuKkbMrY5AeaIx5uB69+gMP86dA717dmavPfcyOUczYaGF8s4921bC+ZAj8OVn7zCzNmMSqil6lZLPqw9/DzRVpxdBA7nPPn5b53OohDt2cBMs+/Mn8KhqXJde/rfi89LNQZnJB7zbi6aWcoPXlsUL/ie6YaOb/dYduY/jxMUnMAUFbhgiqAR6e8ZEMAbpL1/CRc08r1IiJZHyLq7ihgS6OBPKgYpehUmb0Sgi6KawIGtbraYiLqroXIhzxkevCgulbp29RTdFv5NBopOo0gm8kg7hUcKCcUg7azh/VpDPGprnRUL5PI9Ci952NWqBk60d66RlZ2Yhnes9HaoeMyueu2hI2nzp4QM2A4c7x7yIURo4A4avG8zdPH49Mtui99wFw116JSM1sercIfuiF69lfCzC3NJmTutq1cWiN6euRS9JXu9hH3/FSNT2HdTmo3fumPOGQ05gpAbSrY75pc36Emc/GfN6EbxOTH9jLGxc/Qf4H9kK1y76w6PbZ+Hc6cNwcPca+PfvX2DuNx/Be7PegGV//ghXL/jDH7/PZYt1U82g826V0uZ59Tu96HGRkKq7iWdMpk8ZC+/Pnsq8RPD84UYEugubAoxoUuo8L4erZ+TO6+VgOsecj7XRlDgKkFO+PN6Hme9+ATeibosbF/j60h8dkwt8PuIoIHp7NDZzVJE+nWsJEmfK61UWVPQqqOjFN9lLD+9DfOoL9iI2FEVjanAGrld9QUa775JghoR5rzw7D/P0fI6eADXAZ3ltrQEalbzMZG5I2zbNsxibYHTG/fg4Re++YxA6GiYgh7KZ69Xt9J5XZdHbIdt53kqssFQiKFHsVkfYSPG5IhQYnKbSTu9F3a+pIV4Nu/CIg709tGqhfX4Z6pRgljReQ5QwN4q08RA2SWKSEuFGTPYyWozW4PEaGHlz9VrOnWFTgAvKvfu1RS/mphcEVEoEajZW+eyZEuhYq7bYteK5q8YC5z+xU9imlRcMGdSHzYR+/fl7MHxIf3BwMK1HAGat3ouLZcdeCt1gRU8L9LZAj4uz0cKcpinAYumrOe/CupWLWKfelHE0IQo2sdIvevF6xscV5OataeNE74Bnz2Lhky/mZfu9i/74V8zlxXP337IF4O6es7KiMIRrZuExXtPRtmDRbcaiq+b9/1TUNdaRJpQBFb1mBE1spPO82G3ksk0MqFeKQQ+XOB+8HCG+eDEE3pDhkFIJuZoOp68KXd7hHUrAhbPablX7dlnnefnsElrPV3aTP55CLviGBM71GtrprV+3ljgXhQUWmoIoHZRHnT0nFPGuri7QuGFdg/O83tWVKW3m9NDIz9ElV3puMDvUxcWZHV+JvKGKc8IJDA4VZedoapeTWyqXqeLmnVKuZTgHx42C8iNxRmmfucH4nOh7wlw+ym0LKrlFl+BnyYKBWhtN51sJdKhRm2324n27oJEsFgX4PG8ZRyeootD3GvS04EZBoSaUOJsLHOWKeHhfp8utREo7aud6jSFxRrAhsHjBd6K537adB2D/IV+DG9X/m/e7ePv7bz6GVi2agTEJj9bOwisNHE9EM1p0PeeqAcL8UNFrRoJPh2XpNvIdeCXM83KwY1XC2oaZOpzUXFg7SoyfpJFLSoXP8toUB5jWx163w55LPq+5w87zYph09/kzuPwoq1EVPqd4rAl25dXQWcTsRd7pQcm/tAuPnz+lMXpT6jyv9HWDz50H8XHi3BGCn2uikdPjfCaatKiFY355n+fl5iodFGY21lqjoMm16JVInA/5mD+vFyPiCtvllf7d9cqWh5IOjqAUcG6yqcaMxv9G0cm35O81qChS8nuNdq7XdGZW5kKa3NCgnHEjmgpL+xq1jWZmxWlQvzZ88M508fb7H38LsRJjMYz5mvLmR+L79rDBfWHalDFgbMI1zs3NKiuv6HWwtYXWmvErkjgrB/M7ixQhNvq9gMNh2viL6zdcwbXVz+z4qXs1mLQgFg4+EYrKs5fKw+QbgrxWCZQsXhMeZFyBDzaEQjOXCgCvXKBcx0XMTTQGc91+eCJ7ZIBcvMwECLyczo4He9uBk+0LsZOIHTeD87ya3XdzRkblBexEe1auwiRnh69EQIPyFbN8T8vmTUW58Okz4ey2auZ5vXWlzRGPHsDzZGGet50CZt5zwt3Jmc3o4aIWu73SmSOc6+UbL+cvRECzJuZ30M13Pm8OM6Uv0tMh5Lawu92+pnGiKgoKzoGvPROco4Mz0ra1F3NyRkVO0OkwiI2NM5pTbF7YJ4O0GeFGiUqch8e5XryWYXTRrI5aw0RLRunzvBwu88Xrmdy5sEqDd+awu6205AZ9OtSsBf8E+LOxH2Oel/dnvwG79x2BiMtX4eGjJyzGaPGCbyEtLQ0mTXsfnsQ8FdVlC3/5n9GfH4KJ1T127FlJma8dHB/BDjxGF83p2dfcd4egote03Hr0Ek5eEoovgYpgV1YoUu7EA0RFPoBUN0F2diOqMtx8Jf1e85JiVwfA6QrcSrwMCXd7QjEoBuDSFOw0aSUhbJNROffXEMWtsMvrAEHBAWKHvZ2BeV404DmrKXqVPM/DwegiXCgeunwJ3u3cPcvXW0jMrNQw15uTiRWXNjeqUFGxjppSetStLxS9VyLg/S49DMYWnb+g/O478vhJDFyKEDpwZd1L55i7iH8zGoygQkRpRnBtqwvFHkZJxCQmMsmzIVC6jd4FuNDD64Xv8QA2/2kO0BiGKwIwe7YwZj6809tG8zgoiU4168Dvx4+yMZ+0jAxFOH4bEyxSwnjRq/ANVi7zxRnk6NjnUKVkKbBUeDe7pQre//mYD/onoNrL0Ma3HOD1cMmCb6F7vzGso7tm/TbW0d1/6BgEhwgmmbhJuHrF78z3xdjg34oGq0o0sZIWvd8e3MvyntF8U6keJEUJy35HURjl3KygQVWhwHr5MpMtIF/BK1Z0NaxfB+5n3IFnaQCOxcpCoyrCzJ9SSHtVFwKSi0GmVQJUqfQQXIpXhmfP4+ButCDbLF3SDSpXVq4MyMqqGAxvbwdV3YvDigCtHBvls/pEPn4IiWmpbKeymUJ3EPXnen/wOQjBt2/C8+SkLJLFFp5NdCJPlAw6Q/LCCqNF6tWtadDESunzvFL5OZ6b03duQWxyslio6xS9F9URW+R3Ikiny5vTTj6fL2vpUQ1KGCHXtDDUKO3O5ifR/CXodhT0z8FZumf3Tqzo5RJncxW93BwG6du7a4G7KA/j4+DWs6eK7fSiHBDn4JLS0tjGSVsFjfkYAzwXqFxBvCoru8DCWKnKrm4se/TMndsWW/TiRgSXnCt5npdTytERGlaoCJce3GcSZ2MVvQiOSr395gRY9OdKdnvC1PcgNlYrc17y+9wCZ4fnl3CNoVo9NFnLwVvCnDSpWBlKOjiw1zi+J77WSNkqu6IAFb0mZFJPe/aBHDl6AoYvfVM0hdrw9RKYsPY+XLsAMLZtPfhpoNIMLUpC/6U12UW1U5tb8HWfxnD7TjI0bTVV+Gr1qrDznwOgvpgoQyZWws57HfeyijHgyYmmFSszmTPuwPtEXobhni10vo7uidWrVYGbt+4yI5wHDx9DhfKCmY+Sz03H9q10FvdqyOfVp1mlKmKBhXM9g5t6ss/XqV2dxX7heMDFS5Gsk6ivOFD0PG8ucTl8voy7iyoJHnW199J5Fg+XU9Hbo1t78fiIr7/ZztPeAxJpc9+CS5uDNZLu8s4u4KHAogUXry09qsOpqOvMCM3Si15uYoUFZHaKAyXRvGo1iL4QzjLs+bXM0rgb+5y9lyJKU6nkZALHit4b12Fau45G/V2ffjiTXY+ibt7RKXhnzZgEA/v3BFPBnZuVaGIlTXHA6KId588yiTMVveaHjKzMxAmJ4zF2G3F3kXexlLqg799IWBziYhHByIcqlYVdRbwA3rv/EJQOZgqHn4/QzvPqOQNL83nRxEoNYJYkymgRnOs1hHSO90zYeVVKm688fsgkXIjS53ml56YbPzeR2nODcQ6o7kCSU1Lg+g1luzvi9Um/05vjPK9mJk6JRa+0y5mbmVW5su7gpZESY1xH6NkLYGpwk4orNEqWdAXvNrqbWgWd51XqTCZKnBE/I7nRKomwaM17jcLneTl83Ac7vZY+z4sbEeVdzDfDnx/4mhE3G40d94WRXujmLMW7bUv4+vN3wZTwTi96migZHgtHZlbKgIpehXQbMWSbL+jbK1S62bdBYzHy4qomEw6zhQ39TUol+PTZHOd5kdBodRW90uiiI5GXIcNAJlwLL4nE+Ywwf6NETkik59nN86KUCyVdaqFnXcGkyicyQmdBgmZWHKW7al+7flPc1KpbuwZUrFAu2+/F+SWctWLzvAqVB/KonnP3oyE5LefIKJQ4cw77mD66aP9BbTxI7x6d2YaJJc7zSs2sePGRlKY1frTkTq/S53k5vPN57l40m7m2RPiGXUsVvf97V6/JNrEw7uvyI+M3HzCubvZbk8QIvn+X/lyo61J+weceN7FCNZWS6awpeqOexsBtzWgJYT6o6DVztxFzSBs1qAMnNF1eJS/oq5YsJUZK8G6vdCZWDUXvyVzmeXEBHPFQiP5prgITC+mF1aZ4cWaWwN+0s+v0hii004uxB1hcIZUrVYBqHlVUI5nNia516jKzjSeJiazIMmxmpey53uP+Wmlzp9ykzZoOXSuPamCnUCMinLWyt7FhDqDcSCg7enXXygUPmiGvV1fanNWoLj/Zoxc0C0UlzvNysAB0srVj5wbl55YKbk5i8Yh4qqTTi1JSaysrZlJ3SZNja2nwLrZSN+wMgT4eaO5o7OgiKf/78gMI8tsFJ323M0WMKcHCPg1HTaysoFEFZZpYSdfNNcsIjw9KnAnzQkWvGQgMChU7Prhjht1GnMVQw4K+XwOhY7jv0oUsM7FqyOvVyefVi8PhcyLo3oxdqoZGNISQG2e7EuJz59AVIY5JSsMGddgMKRJ+7hKkpyvPaVv6/MEur1R+ifJanPNDvBX+GjG0IMECUF9+3lRFnd5jkqK3Sy75vCfEzQllRRVJQVdgruTITeLctEkDKFe2DDvG+WtTjnFgTBJ/XTjY20PXTu0K/LNC795i1zYsKBsp+NqGm3feNYTxBT8LzuuNfPwIktPTBMNEhUs0pTPXuDFvqRJnVKic08yKqiG5QQp//+cmgsYGn7f16tZijs2mJlyzUVm3bDnFmlgZkjj7UtFrdqjoNbu0uSUrgE/dFBaKHRSWaalP/0aCxBndDe/HxULVKhWZvAW5dfuu6Oaslg67Pty1ETvauPhSE+gUnN1cL8YNeDYVJNApKS/g0uVrip7nlcrm+QIRzaC4lEtt9BAlztritkH9OqK8/tyFCFbYK5GMjAw4qSm88P7i/FZO87x8Jg7zI5UM73YG51L0spn5btpu7yETdnvRMRoff6RbV2+wty9R4J8VqOma4mJe6dmjHTUSZzSzslS4wqCuezm2aakWWmo6oIYURWrnwv1o1kHE935Ug6gJvsmIa0ljz/WaG25ipXRps77EGa9nuPFImA8qehUgsb2smefFnTOlL+jrl6sANUqX0ev2qkPiHBQclvs8r8pMrKT0ri8Y7qA8+87zZ1m+3sJLYmalsOgifaMk/aKXm7w1KF8BSjsq3+VUn+6aohfnXZ9qinfsvON8LIIumHejBVm90kDzpoREwW+gZfMm4OKc/eOPC2HslqB02EvhryGx6L0tdEBzAh32OVu27wVTsfeANqqof5+CS5t15nkVLG3Wn+s9f/8ei2GzRMI0G6yeKpnn5fD3Rr5BbEnwQh4LXqVFreV1rhfjcSIeKfO9RC7OiiZWVVXjro1SbBw/40oCwjxQ0Wti4uIT4NwFodvj5obdxrriDAbKafUzVpUGXlT7aSI+9mnmetViZpXbPC8vStQobUKqly4Dtd2FKKLDBiTOLZprzaxOK6zovX0nmsUpITVreLCZXkMmVmqTNnOaVKzEYmKwuD96VTu/27iR8iXOOvO8HfIWVdTKo7pi53mlHSu8nsW/SIHLuSwSu3dpz5yTkcDgMIi6afwFPyoyjvqeYsdoEiOdLS7I/Chf0LdVsIkVp0G5CizqC18v/hbq4sw7vV4qWbhz+HvjjZgn8Exjvml587zqe//HDPjGmvlWU0mczQGaWEVo5snV0unF6EtuAkcuzuaFil6zzvO2ZNI53sVSuhyQw3MtcYEbm5ysmk5vbvm8mM0XHfucHSu9S5UdveoJEuZDly/lHFuksKI3p6ginTgvhTqb5wYWV9010UVHpHO9TaRmVsovenOd59UstpTuTcAXIqgcyMtcr52dLQwb1Fe8vWHzbqPfP1+/ABZnxTcW3dwKHp9y8cF9SEpLY92G5lWUb9CD74t81MffAiXOOAaAuapIc5V1emuWdgc3eweL7PbyTW8u4VYb/LprKjMrc4BdbNHEqqJyvQmykzhT0VtEi14s/DZu3w+jp3wAXfqPh8FjZ8LipWsg5cULKHLzvJoulpKNX6S0rOoBZZ2cISMzk5kmYVeuerUqYsfuzt37qp7nxQ6DR8lSoEZ6aqKLsDuiH/eBMTOVKpYXc5WfPhUKfMUVvXoGYxiRhc7HSDuNwY0a6aGZufa5elmU00odnHGuV2mgrDkkVFB0oGFJc09hpt8QKelpknledVzL2opzvYJreE6MHjFQPN64ZbfR5+b27pdKm7sV6mcF3Y4SFQdOdoKhnVokzn7XLa9rdeH+Pfb+ibOjDRXuPmtoQ4IX6pY01/s4IV6MlFGTc7MUft3FNaWlzvXyfN565cqDvY3yTaz0zayCb9+0+Cg2JWO2onfR0jWsyK3mUQnee2sCdOnYBrbsOgQff/Wzxb5Y9XNIcfced60wW00N87zSNz2e2auNLpJKnE8rcp6XP69yn+etquMcrCZwEe9iV4LNVfobWCzqdHsVEl3EJIySoldfes67vPXKlgd3J2dQK51r1RVnrnjOdeNG9cSvX7iovNiiUwEhopGSd7uWYJPDnFvIndtsB57N86pEssnnWwNz6fQins0aQb06wjUaDftOBZ4x2v3Cx/zgkePi7b69uxbq5/Hon9Yeypc26xe912Mew73YWLBEaTPGzCh9DMAQvCi0pE4v7/K6O6l30xtHF/A9BmdHL1popBQvej1VIm2WzsI72wlRbDyJgigiRW/Urbuwddch6OTdCuZ/9T4M6NsNZk8fB7Omvw5h5yLA57hWTmdJxMbFixJGnA9rUK+2KEPBWQycyVAL/RoKRe/RyCtMqiUtVJQYXSQtxPVNkjj8DVwN8r/swM5B1zpCIeUrmR01NNcbEhoOSiDy6g14/OSp6Gjs7l5a5+uiEkIl8v+c5LTcBI7n9bq6OIt5xJhTHBOT1YDMnBw/ob0Wd85jPm9rj+osEkgN4H1FcKyBjzZkBy4mpd3eDZt3Ge1+nQo6A8+fx4kbVRXKC7P6Bd1U4vJt3tlWA9VKlYYqmuLD38Kii3jRq0bDRITPJ2KhaClNCq5SwYJerZveKDtHNQfCYzAtjbP3hNeOWmK+pGuz9ppOPEmci1jR63M8gL0RjxjcR+fzA/p0hRJ2dnDI9yRYIoHBoWIsiTjPq5J8XkOREphlizmD+Man9LleaSFuyMQK37jD7t5RrYmFFG72dPrOzRw7vVy2qqx83lYG5nk1+bwqneeV0lQTg3H+XrQq8nqP+0nmeTvmLZ9XLdJmBIuqyq5ueZY4jxj2GrtuI7v2HIJEIxn57N1/VDZpM0o2HybEs+PW1YQiXw1g4dFJ81yytOgi0blZJYoIfXixHpeSAjeePgFLAJUqap7nlToFW+pcLyrYMJ1Cra8dVHtZ6rlRC2Ypei9fjQIrq2LQoK6unNfO1hZq1/SAK1eFzo6lIV3cd2jXSiefV21dLJRktfKoJprX4KxojepVRenfrdvaRb0SHbP1uR7zBOJThXlytUgzs6Ol5rygeU1yWprO15o2bgA2NkIXLuzsBTHCyZz4n8rexAqljWgwhnireJ6X06SSpujVdHrZ5xorc673wcPH4rUYO411NPFKhsDnWaimU6IWbwJOG42bcW5mVvxx4GZeSckpsGefdu5WLnCjZ/9BX/F2/76Fiyri0m10dy/vUnAzLHNKnNHMSqk51vkFC0X0KVDze00pR0eoWcZdx/FYzaDHAt+IUOs8L4evJXFtaWmZsOjajPJgaysrlnaiNvgaBtdmaAJLmJ5iL9IyTP5OMm76x/A8Ng72blqa5Wtfzv0dfE8Ew/G9a8TFuSEePX4KT2IESSTnVTErAGt7qFm5DDjaK2/AvVufkfBRmdNQyjYTGjWsB6+srUQHR3zzsy6uLjPte3GxbNbKuUQJqF+uPNy8dReeaGSq1atXBfcyypiLwQzUq9eEhR86oNapnbXbgUZJN5/GsGw+Lg9SK5mvXrGuNf4fzwueHymXIq5CUpJwwcXnoYOD7tdNCa5jw8IvwMuMl9jaAa9mjcDaWjtv/SQxAW4+fWoR54UveCMfP2LOk/iaRxUdjj1cvSo8P0uVcoNaNZWx6EKpNRqeIWXKlBI3tQwRl/ICIh8/BCs8h1Wqsv+rhUcJCawb6mBry2YscwMN4G5ECQtkFxdnqKe3eVtYEhOTIeKy0Nm0ty+hM/ddEPD1g68jNOirUUaQ16sFnBHnM3yNK1Zi8+JqR3ytWBWD5pU92DVAjWBk0dOkJCjr7Myk6GoGN+2wEOGeHnh9VisZEtVawwoVwdFWeWvhgvI4IQFu5eNarTRwvXM2+g47RxgvWVLpI40OJQHG/wdK5hXk7wJqlsGrF6mpYJvNm5et5gWK35NT0bv30DH4d+02nc9Vr+4Bn3wwC+ITkyE1VbfDZW5wl9rLsyk4PbsE1q9SmCHMk6QE9jV8I8evp+PCX0U4WgvnKjH1BaSlZ4Cjo4NY9MbFJRQqYkNOYuOExxlxcnQw+DgnaFzDHWxsVXceDIFvCompqWyBhTJ0na85OIhFL3bBbWzNt5BMSX4hFLx4v+xLAO7ASR//eAs7L7bFhWsa7sAn43XQ2hrsbLVuuklJKYr5O6WvG0dHxxzvV1yK8HxytLWDly8zQRl/Qd6w17w+cOH7Ii0Dilvl/Cbq7OzMjPBQJRGfkABJyS/AVsbX0NNn2tlidJov7PMhQaNgcbCxUcxzK6/gmcANL/SNwM6ItaMTqJ2EFyniNQ3zk9UK3v+nkMSu0Wp7XukTnyK8RvC5lpn5CjIz1f334JoyJT0d4lNSwNYqq2mnWuHXMvz71Pqcw/fIuBcpbAPcSfLer0RepWdAYqyQnKFUSro5K7/oxbnd5ymCSYc+aRo5Jn5PTvTv1QVaS0x5xE4v7r47OSiy0/vzvDkAMAeSkpPBxsEBPl33LxxMvARvtu0E3/YZAGrDISMDhn//Bbu4bu83A2o5uED/lj3Y1ypVLAdhQXsUYQgxsedwiLiczo6PHvwPKjbU7ZzghsOExT9D5ItHML/HYJjSpj2onS0H98AfJ49DX4/G8N+YiTpfu7D3MLwx4yN23Kt7C1jzzSIz3UuAZUtXwTeHF7Djt2dMhK/efk/n61OW/AIRLx7AT72GQq1W7UDtYGk07adv4X58HKzoMQFea9iEfW5K8+7w6LEwG3fjx43g7GzexT2+Jga36AGPHgtCoAuhO8GmbPZdwpnLlkBw8k34vEtfqN+pcDOopsYqMxNGf/8lW1Bt7DMVutbOvbO6/pNvYc16YdP1sybD4L23p8p2f8Z0GQTXrgvXK5/9q6GqRP6eXzAZoPu8rwCKA5yc9DGUL1sO1MbGvTtgedBJeK1qE1gxegKonS/X/wf7Ii7AW206wze9XwO1EvvoAfRf/AsUe1UMIqd8K2b3qpFfdm2F1SGBMLpZS1g4ZBSonf92boE1Z4JgZK0WsHjoaLAUpv2xAC68uAc/9hgKk1qrcz3ge8oPvj6wGzxLVYFDM94FpVMKlE1+pcpmKXrLlC4J/2/vLKCjOLswfLEASYAACZaEJBBIgluw4O7uWqxUoC2lXmpAf0ppaWlpKdYWt+Lu7u7uDsFCArHS/9xv5ptsfJOszr7POTk7u9lkbXbmu/a+127coujomEQZ8oePnpBbnlwpVnmZggXyix9DIl5G0ZVboZQtaxZySuXvrYlTntxinnefKpzCc0u2/HyTg58zq59uu3RB+EA2aNJCtGZeunyNbt+5R3fv3tOUaa3Ftes3tVZBnserWK6UJkQjWX36pNZy2qxUGbv8LBJSza+YCHpZkZq/D4bJh6aN64rvHX//WJ03OjqKXF1crPI89xjYvrBQkuF7z5Xqc/fvie1qvsV08bkw5Ty9RdB79v5d6lihkiZmtWHzQ03Nmm21rMnZc5e0IJxV5r09FX/npOAKqVSjrVvCPo9lfBxj/2QW5eNjQGr07NZOC3oXLl5JH73/hkkSfDyGcfGScl7w9ipClSuWydD/PXpbaQ3O5+xCpYsUsYkkZFqpVzJABL27r14WI0AJj9/2xnH1M2HBJHv8rki43ZwDXbbH4f2sqeoRb48cv3NTm+e158/EUKeAg14+Luvh9TDc7cHnTCbYx8duX5fUKThx9zZFvYqlXNmtN16mB6Ji0lbxt8rZI6hkMdFCcuZ8fMGqqOhounj5OgWmIJiiF9hDjU8WPPvG3mr2ipRgl8qthsrIO2zAumilgQpqy2YNEi2YOPnw7YbVYrt7pWAh9qIHpAIli0AltGLJ5epC9esoWVIeA9i02Tpq6TExMbRnnxL0Zs2alapXVQJAybHbN8VcMrcylS5UmPSCnE2OL2YVaFMKzlt37NG266nCTclx8MZVIS7Cs2P2qKhpKDCy+YJx73214IrajDPP9x44ZBr7r1VrDY5XzRtkOEiV4lys2myPAS9Ty89fnCe5am3v3qPiePxM8Rzm2Xd7hs+lUg1877XLdh1MSW2VinZmg5Pa+Z8F0568MI/CvDVErHgWlkWsStmhiJVhsoj9ennEyRjHAGBarBL0NqxbQ5yAFy5dG+/2FWu3iFneJg1CSO+w4jFTroiXXbcFSXl8Vm7lio+hB64tWBetXhunrtoyCeuPpSeOCQl89lD7sGFT0guFc+chL7e8YvugqqprSMsWce/FKoP3yJLs3nuIwtXZ4uDK5cRMuCGHVVXQCp7elDWLfuaSynsqC6vjBrZFZcsY2BapSuPWZOs2g6C3dipWRartWnXfYuJ7ZI80CVSqVEdv3dTUwi3t2RsZGUV/zVyoXW/VPGOqzcz+60rQW93HfhOr7F9fXlU933FJOW/aK1JgKL+LCxVVPYjtmZq+SrJo79XUlc9tldNqMMXHrtKF7V8skfF399DWlXpQ15ZJcIYDXp69tle4o5DPlcwe1b0F6DzoLe5XlDq0bkzbdx+gT0eOF8Hur5Nn0a+TZ1PFckHUuL7+g17p02Vv/rwJ4cwoC1qwyiZXfNh/WLJ7z0Gr2kw8eBhK+w8e0wRhEvrzsojImI1K4qVv1RrkY+cKlMlle5MKels0qa9VvTds2mEV4bcpf86Nez5NGyT6/aGb1+J5Quqt0svBlQyw2ErKVmyLWORM2khlz+5EITWqpHj/3To4lpUqVFjz6914zrj3v2unOB2GJcvX0UtVDCe9/DF1lrB7YwJKFKMa1eJ3PqSngiWDLLnIslfqFFdaAndetm+/XjkGoCi322fl3RDZpcav62WMbYmHGov8jrAaMFsx6gE+t1dRz5sHkjj/2yOckJRJcHsnRD1X7r5ivx0S9orVhmPefaMvDRnUk65ev0Xjf/uLNm3fS53aNqXvR35k9zM7qcFtDXuuKjt7bbU92F5h9Vm5oOKKT6GCHlTCX2l54rneq9eUE4o1WLt+qxZ08xwrK2YbsuDoIeEDy+rGwxs0Ib1RpahPspletqCpUU2ZGw17Hk47dsV55VoC9nHmz4dxzpmTevfokOg+stIrX4de4Aq8tCo4oVZ7fYp6isQMc/7CFauqz2/dsVd7/Lq1qieqwBvC3R08B2uP/ryGcADSRJ1JXH/utFF/U9S7iNbZEhb2XNuf05ug+3HCFO366K8/EgrRGYGtMTgZyQv5CnbetllHPU/yIpFb6e0RHqXZfvG82LbXMYCEcADC50/+TGTwaK+JCL18JpJgHyXpfUgnQa+s9OqhBT3Ez1/b9/gcCiyH1aLLLFkyU/dOrWj+9PHCk3f53N/pncG9hW2J3mE/OJYr5zkle8/AG5qh77qitJ7VrmkbLc6rEszzGhIdG0tjN60T2wNqhIh2YL1RtaifJpwSFRub6PetWzayWovztL/maQmJrp1bJ7K3uvPsqRB70mOllwMsHmswnOvl28qWDhDbsbGxdPac9do4123Ypm03a1IvxfseuB43z2vvgVVTtcV528Xz4vhgDKZqcR4z7jd6Hq7M3jWoV5MaNci4gryc563k7WP3FSwW5uH20/DoKBHM2yMTd24VVTf+rjezY9GnhEnvympScq+6v9kbR2/qNOhVO704ecwJF7sXsbqniFjZ+3lGvgZhw6h2SALLoe+Sqo3P8/KcUp6cOcnekW2Nh2/eoIjoqHhtxDutJGbF1cvtu/aJ7Rw5slOj+vEXkbMP7aMbTx6Lxfp79TI+O2eLlPP0IqcsWUS156SBaFJSiYDVa7cI31FLEB4RQTNV5Vvm9f49E91HVg8L5sqtzSbrCTmjaDjXW87AmsZaYla8ONqwabt2nTskjBnTqOFb3G7neSXcdcNVq+dRUUYL87Rp1ZhcnJVj+OZtu+nuvQdpftwzZy/SjNn/iG3uchr91UcmaX2VQW8NVWzInmFvS1bWZXao5097gj+Lb9atEtsfNmgiEhF6oYaauN9nh3O97BBw/uF9reVcT3CymI8jYVGRwp3CnjGcu7ZnESsJv46qaiUeLc6WBUGvFZALRXtvbZZwhpSDR5G1un6NaoUEx6v0WmOud9PmncKSh6lft2a8Fk2ePRq3eYPYfiOkLnm4ps3c2l7g6o6sKB64nrjFiS1RKpRTKg6hjx5r88/mZuE/q0Q7KFOnVjUKCvRPtrVZnrj1RsJKb6K53hPWmes9cuwUPXj4SAvCPYskb1Vk2N0huz3sGWcnJ6rjrxyT1501rsWZrb7atGqiJQwWLVYCm7TwxchxWiWmb69OVCoo4+cF/n/71e98NTsWsUqqxXn7Jfua6w0ND6f+c/4WY038Gj5u1Iz0hAx6ueuDX6M9wV1Q/6kOAQF26GGdElxQCfAomKyuhz0huztYe8Heu1YSzfWqo47AMiDoteI8rz0LvyTMWsXN9V6kAh7uQoiF4crHlauWb0cztP5olUC1+a99e+hu2DPKnSMnDa2TWEBJT8jqSHJzPZZuceYFxpTpc7Trgwf2SvJ+stKrt3nehEHvtcePxKiDuM1QwfnUOas8r3Ub4uZSmzVOubWZuzq4u0NPxzLZ4rzBSDGrpFqc05Lk27h5J23euluzEvv0w7fJFHBlhy3xpAexHpD+lhxc2YtoEicfBi+YJUY1Crjmoqnd+wj1Vj0R7OMnRrW4osijW/Y4z8udN3pyCEg412vvQe8xHYlYJQx6eW3G7dvAMujr6GsHnLxzm8IiX6qy5Yrcvx6QVWtNlTpei7NlRZJYhGfj5h1au6Dh4p3bmX7atlFsD6ldX9hh6BlNwVkNIhNimBBYuXqT2avyLJh17oKS9Cnq7UnNkmif5cTQMXUxord5Xklxdw8x08OcvHtbXJbw9xWt+MypM+czrAacHtYazPM2T22e95oyz+vqlF03i5EmgUq1/XLoQ7r00LhWZT7WcdcEc/b8JaOr9Dy7PeLr77Xr7787SCQMTYFsbebKiF6OcaxGyxU51idIqnPFFvlp2ybafOGcCAqn9egrxjX0Ru4cOYT3qOF+Z2/BlN7meROd/+3k+5IcR2/r73PitQ1Xrfl4djiZ9RkwPQh6LcxOtR2QF4l8stALcXO910VgWTukmtXErDiwkqIwNatXpvz542ZCp+7ZQQ/Dwymfswu9USvleUU9ZXpvPnlM91RhKEMCShankmpVnu1SzF1h/GPabG17UP8eSSrUnr1/lyKio0Vbs55OcoZw0ksuFLnFjsnKSuhVFZsaDni3bI/zyrUEN27eodNnlNZRVmEvXy6u3TrFeV6/YrqpknjnzScCxbSoOHNijcXYJHONFLTiOd7zF5UggYPmNwf1IVMhRYX0IJRoKJrEs+PMDjtocebvx7cb1ojtTxs319qz9Yjcz/baWaumXpWbEwa95x7c0zo/7A3u6jh3/57Y1ktyleGAV3biye5PYH4Q9FoYvfjzJoQPRlzxYbEBbj8z9PbcvnO/xUSSErbptmoR177LbaQTtm8R2+/Va6irpENyeLvl1aoLybU4GVZ7V60xX4vztes3NWVgYVPUvX2S95PzvIEFCur6M4qb61UqvUxbdT6UWb5KmTu3FOs3bosnYJWSdRx3BGy6cNburYpM1uLcOa7Feeacf2jytDkpKqY+C3tO//t+onb9mxHva1V+U7BPh0GvYYuzrYtZPXgeRgPmzqBX//1HDUoE0vD6jUnP1FSTEZxssYaGR3p48iKCrj4K1aWIlYTnlHNnV86h9mopderOHdH9xaKcQWpCUi+E+BWP53UPzA+CXgsS+++/tFc1o9Zb0MuVHmlUz+I2Hh75tUrRw9BH2tyaueHges26uLnEFk3jZnZ/37VNZDt5tmpgjdrkCHC1NCW/XksGvVP/jLMp6ta5TSKbooTzvHptbZbISq+hsnbL5g20YHPd+q0W9etdt9F4qyIOqqTydIvSZUhPyBZnXoiERRrXYl68mI+wGmIiI6Po4xH/o9Yd+4tET1KMnzCFHj1+IraDK5en9m1NI27E3y/+bFiZXk/zvBIpNMYVOmM/G0vDC/RB82fR/edhVCR3HprSrXeKCSQ9wJZSDL9m1imwp9Zm1vYolt80YwW2Bu930lLKXud6pT8vqzbrRcQq4Vwvj2vYq/+4vaHvI7GNwbN7LPYg5nnVk4SekBWfnZeVrFXPru20382aF2dRY04OHj4ugmyGg+6i3sqs3eOICPp9pxIMD2/QRCi1OgraXE8yJ72KFcpoKr08k3jp8jWz2BTNmrckXmtzcsj5Ftn6o1fKq61aLDokhXl4prNGtcpxtls7Fdstc8PjANJeLGfOHFS3VvUU7//rDuW71CyoDJVQFUL19H3J6+wsula2XjS+3X/yr99R4wZxybTdew9SSP32NP3v+fGqvhwIT5o6S7v+v5EfZ1ih/PbTp/Tztk1U86fvqNmkCeI2rzxuVDRvPtJbdwQHKYogpG1WR8ZtXi8Upvk8P71HX3J3dSW9w91EMnC0l1ZN2dpcwdNL10mJKnY+1yuD3oo68OdN6lzDQrAvYqLt1n/c3tDvN90G2aUGgxU9vSmX2nKiJ2qrtiV8MuG53s4dWlL27EpwuXb9NgoNVaoP5mTVmqRVm3/ZsVn4b/JC8LVqSkXG0YJePqhyt0FCeMHd0szV3gWLVmo2RXVrV0/Spoh5HhVJZ9X5Hb1XeoMKFhInPF7An7l3V7u9bavGFm9x3rJtt2bxxZ+Ps+o9mxQXH96ntWdPie136upP/Zy7VhqVDEpzizN3tyycM4l+HT9KKDEzES9e0vBPRlH7roPEzDTz9eiftPe6Y7vmotKbHrjSOfvgPmozZSKV+e5r+nrtSu27wzYyv3XpoTu7Lw4kZZfUjku21+K87eJ5Grt5vdj+omlLqqG2LzoC8rXutbOgt5K3PlubJcGy0+vm9RRHLmyR6NhY2qgeg/XkbS3h4otsrbeXZJG9g6DXgnSpVEW0Og3V4UJRZuFzZc8uFvHcYpc3r5sWeLJS6fx/Vpj18bm1L75VUSNtvmrK7p1i+6NGzXTXIpMaFby8xWLxZUwMnbqXtKVEa4PZZ8P30Dw2RT1TbDnj+7OyMQeFeoaFeQLV13hCbRVmWreMC3pXr9tMMRawM5Cz1saoNv+2Y5v4jDgpIT069YZscd5w7nSaFoocZPbu0YH2bFsm/MElXLEPqd+OvvjmB1q2UgmKOCH41efvp/m5sao0z4uWHDWChvwzT8y38ufh716APm/Sgo59/CWtffNdqusfQHrEVud62Y930PyZ4rPg/ecdndvhJUQeC/Zdu0r2gN6VmyVVvJWkN492XQp9SPbEqtMn6EH4c3JxcqI2ZdKXHLR1QophrteSIOi1cAtQl4pVqG3ZCqRHuEJSU8328lwv07tHR+33s+cuMavIxZlzF7UZumJ+RSkwQHkucw7tF+0jvvnyU/fKVcnRcHHKTqULFUnRr7dGtUqUL5+bcp8jJ+jO3fsme3xe8EuVWp+iXtS0Ud1UW5s5UNeLIrBxYlZxQW/hQgWoWrByjHj6NMzs6uc8B79hk2LxxTRNwZ+XE0jzjiht0Lyo11slUdIoIEjYzLDSu2yvSwusxrxk/hT6edxX5OrirLWQ/zrpL+0+bw/uq41fGAsfP7v9PZUWHz9CkbEx5O7iSoND6tCWIe/TwQ8+ow8bNhXHOT0jVZBP3b0tAk1bYcmJI2J/KZw7D/3RpZeuW2aTQmp6XAp9II4TtgzPHt9+9tQhgt58Li4iIWaPc71T9+4Sl7xuzpMz+e4jeybET+lc4UJRUp14wLQ41lEZWHyut06tapqHJfuzckBlLgzbcrnCLBfkq06fFJcc8HI7qSMiW5wOJiNmxXY5zZvU166vNmG1N75NUfckbYokUmxLim/pnfKeiRWcmTYWVHHm76QUVapYvrSwK0qOKXt2Cl9BDqxalSlHeiWvs4smArU+DS3OhvDx57XeXWj31mXiOGiIh3t+em/owDT/T95POKjg/z2nz0A6+/lIGtumo2j902sCIiHcHcFihIbJVVsaX+KkNgcajkax/B7a5yIts2wVqWTMSSN2OHAU60J7mus9ffeO1io/oEYt0itVff1EJx6P37HuDzAvCHqBSamlzvVydYRnzjjb3bNbnDXNbAMxI1MTr7VZbde98+ypVj1sVVq/i3RjxSySq/Saq8X56rUbtH7jds2mqFf3DineX35Wep/nTVjp5RO8YZa3jUGLM8+p83iAJVqbU1JtjoiOoun7lMz727XrixO1npEtzuvPGufXmxw+RT1p2cJp9MOYEeSizkqPGfUx5c7lmq52P6ZqUV9qWbqsQybxOLiXKs620uLMLfCaHaF6DnTEz0XO9UrLLFtFigaxOJIjJIu0pPdN+wl65bmG2+bLFFacDvQI6/uUV9cBu1V3F2A+9L1qAdZR18yeQ8z17ldPfD27tdNOLEuWraWICNObpF+/cZtOnlKUVgsWcKcqlZQAd80Zpcrrl9+dSunM4y0tVFUzvZdDH9KjiKRbAuvVqaG1YnJL7ePHSvtXRpj6VwKbojyKZ3ByCrR3w57Fm0PSO3wy5+8Gt6peeBjXUs7dEZUqKFZAoY8e0559hy0U9MZV+xPCYwJPXrygfM4u1LNK/MqlHmkaVFpL4N1T98v0wsm/gf2605ljW+nEwY3UqX3LdP2f1WrQ68gJPKZO8ZI2JWbFAmKPX0SI77L03nREqvsq3RF7r9pL0Kvv1mZJcFHlczl7764Qi7R1nr18SQuOKGM9jmAvKa2LdtuQIn1YZKTdeG6nBQS9wKRw9aeGOpi/U2094wV8/bo1tLk2KeRiSljwR9KiWZzX6apTyiKxZamyDpHRTan1jG1YUvLrzZEjOzVuWEeb8zT0bU2vTRHPcUteH5C8TZF4XmoWulCu3FQkT9IevnrDNXt28nf3SLLFua1Bi/PK1RvN8vjXrt8SNlUM21aVKxOY5P04ifXbzm1aq5kjWH4FFSxMXmrrY1pUnFMiT+5caZ7jlVwJfaipfOu5tTwtc73c6s3JMmsjz3VlChcRrfGOiqz0skaBrQZXvJB3FOVmCYtCshjUK37tamu3LbPg6EGKiI4W7fKtHeBYJ7VwOFlkKwrbw5cupMBvvxQOAXoCQS8wObXVuV4548T06hbX1jp7/lKLWBU9ffFCazlz9EUiB/yp+fUyrVo0NFmL8/yFK4TXrKwiBwb4G9faXNRx5hPjiVkZKDgzbQysi1as3miWk6FhYoMFxpJ731eeOk7XHz8Syuev19R/5p3h96KppuJsmqA3I8jWZu5Y4c4VR8Y3v7vmQbzj8gVrPx3tXCfPfY5KmUJFhIMDB1eHbHR+9ObTJ/QoIsKhKr0sCiktf2xdzIqTEtNVAas+VWsIlwNHEIHj8w0rbJ82sC+0Fv++ekWbL5wTgm+5cujLXhVBLzDrXC+3qTDsA5s3r1K927vvMF26bLoDL/v/7jtwRGzznFztEEWhef250xT76pXIFsqAz5GRLcMpzfVypdfJKZvm3ZreVvTIyCia8NufRtkUJRKxcpB53oRB73EDBWfGz7colVUrr/cfhNL+g0dN/thr129NdZ6XFyG/bN8itrtXqkoeqliNIyBbnNl/lQW8rInsWnH01uaE1V5rz/VyMkq2JTrqPK9hcCVbaffY6FzvUbXS6ZnHTThqOJ6YpW0HvTuvXKLzD+6LrsF+1ULIEXDL6Sy6RGzFr/fY7ZtiXIM/A2kRpxcQ9AKTU7awp5CX52yvFLRgT8ouHVubRdBq7YZtWhWsSSMO2pziVUaalyqje9GdtMz1ckWVM3lJwUmDerVraIHrpq1KxjWt/DF1Ft28pXgCB5QoRk3UtunkYBEn6ZtY2cESFOWKKCIdJ+/cTjRDY9jizNVeU/Is7Dnt3ntIExlLqDAs4ZMwtwNyJvrtOil7+OqN2sVLUM5s2Sg8Oor2qF0j1oBnig+oi1VH71qR1JF+vZcuWHX2jCszPOvO3w/ZpujISOsiqbxra8jWZkep8kpkMoKT3rY8qzltz05x2TyoDHm6KTaKjoC0LtptxfOMZKPa2VTVx08E5HoCkQAwORxgypP/ToMsfK/ucSrO8xYuN5ki7aq1hlZFigLxy5ho2nxeEbZCZYS0kzwvzFga//yDe0a1OKfHuujhw0f044Qp2vVRX32Yok2RFIJhL2V+fqyo6UiUU22LwiJfihbiZIPeVaZtcd6ydbf2Haxfr6aY6U6KX3Zs0RYhJTwKkiORM5uTFlyl17rIFEhBPm7p5aQiiKv0st/qlUcPrfaWyHMcJ6/0tkDMyFwvJ1ejrdwdkZpysyMhbQC5tfvqo1CyRXg+f7V6rBtUU782RUlRU9XC4SSztZMSmy8oa+fGAUGkNxD0ArNQS1WjkzO1TNnSgVShXGmtXXPjFiWjlxFYGGvbjr1aNblhA+VAufXieRFE8XyRXLQ6Olx9DyxQMEUxK4b9eqUQGAe9N24qFVtjGTPuN/G5MPXr1qTGDVOfAZXzvCy4wRL+jkR+F1fyyuOWZItzCX8/KhWoLu7v3KMjx06Z7HHXGszzNmucdAX3/P17mmXPO3UbkCMi53p5XMJai5FVp05qCTxHmndPiUK581CAejyzpoqzPMc5+jyvpLJ3UWGl9TImho4n0CmwNpw0lB1FlRys0stjKVILQHaN2BozDuwRXWglPApoCu2OglR9D40IF+3d1uJxRAQdUtdjDUsi6AXA6LZAqeLIw/mS3j3iBK1mGSj7ppfFS1dTVFS02Oa23FyuLvHm3xoHlBLiOyC+X29Kcz0eHvmpUX0leRDx4iUNHvKx0VX5s+cu0d+zF4ltDpxHf/2hUYt0OWfsKP68CSnrmbSYFdPawLN3xaoNJnk8/jw3bt4RJ9jUOOn284k7lZlfnomv5qO0xzkafAxhuDrCasGWho+fUqwJrc3xkQvj7ZesI2bFC3TM8ybujqjoqVRR916zrRbny48eUpiqKu1o7c2Gc70p6XpYC+4KmHFgr+YQ4GjJPU5+c9Kf2WNF66KtF8+L5C7Pu8vRKz2BSi8wm4ojt3rxXK+hZ1/H9i20Nsr1G7fT/Qfpb0uLiYmh8b9M06736NpWmw9dp1ansEiMj6bgnIqy5rgxI8R8L7N3/xH66de49zklvvhmnNaCywmO0kHGZWtlpdfRRKwSKTgnqPQmbHFevmqjSaqNBw4dpydPFO/ZyhXLUgGPxGrArNwovRKH1m3gcIsQiXfefFRaFRlZf9byLc6sHM2CfO4urg6beEiOOv4lNMsga1h9nLp7R4g1Zs6UiWr4Yp43YYvzHhvz6z2qVnm54ummWvg54lzvARtU1l59+qQ45zhncxKCiY6I5td7xXrJoo3nlXNcg5KBujznI+gF5tmxMmemEHVGgTNHErc8uamNuohnL9gFi1am+zEWLl5FN27e1sSSZEVs77UrQnnOKUsWaqRWaUD8oPfcg3vxKvAJ8SnqSeO//1K7/t0Pv9PBw8dTfBs3b92lCV+5ujjTZx8NMdoE/ZzazsN2RY5IeVnpTeDVywQF+os2Z+b6jVt0/OTZDD/eug2pqzZP2b2Dov/9l4rldxc+145MnHWRkkyzJLJrpUWpshDkS2KMhhdmPKd45v5dq83z8veXx0eAQnVfRcxq/3Xb8R1lpEeto7U2Jzz/n753hyKio8iWmLpXGXfrUrGKw36XpBYOi1lZY5TmlbAqOqvbeV4GQS8wG00DlfndxccPxxO06NUtTtBq1rwl6fpyc8A8/pep2vXh7w3W5lClajNLrefWmcdYRuEZuNzqzKy0bkiOTu1bUpdOrbX3e9BbH2u+u0m1y474epx2/b2hA6lgAQ+jhUV4H3BxcqKggoXJkSu9nOlmpV5DeFHfxsQtzus2bk8x6A2PiqLp+3aL7bdr13f4YKuJeixjkZGUkkWmhgX5Np1XFiGtyjh24iEp8jq7aC141mhx1uZ51XEeoFDdV0nSsaq1NecTkxexcsyglztWWI2e2/Jl1dsWOHPvjmbVw63Njoqs9N57HkYXH1p+lObE3dv0MDxcdK7ULxFAegRBLzAb7ctXFIEMZ+HXno0T4KlVM5h8fZSZn4uXrqbLf3TpinV0+YrSElvMryh1aNtMbHPwxG0yDFSbE8OJgUreygn/YApiVpIfxowgn6JKQHbt+k366LNvk7wfW1CdPa8sAL08C9Hbg/sa/VnK1uYKXkUdNrhiz8h8zi7JtjjL7ghm+aoNGcoC89z1hYtK26GXZ+EkW9CXnjgqgrv8Li7UvbJjtpolrJB4uLqKNuMVJ1PueDAlhoJ8df31uQjJKNJHcu0Z04m8GQMHDnKhLoUbQVwyolShwjY118tjT/LY6mjKzRIWGOPzrK3N9U7fu0tLlpTV4RypsfAcbRlVnZ/PwZZmk5pg5TEz/g7rEcdcYQKLwCq87cpVFNtzDu2PF3gZ2hfNnrc0zS0YP/4cZ4nz/juvU1ZVrIrVb289fSKqY+zPC5IXszp0M/WTHs/1Tv19rGY5NH/RClq8bE28+3D199uxE7XrX342jHLmNL7CLpWkHXWel+H9NaUW53JlArVEESd7zpxLv1rtyDE/a9stmzdMcm5HBhDty1UkZ9X32pHhZEznClXE9rzDByz2uBDkS50O5StpVdcroZazLmJfbbYZ432jOuZ5k21x3nfNNuZ6eaSHFaW5ilVeFdpyRKqq539bmevl8aYFRxS/+IE1Und60DtdKyrnmYVHD1m8xXmTOs+r57FABL3ArPSqUk3LIN159lS7vXuXtlo78tLlazWLG2NYuWaTVlX09ipCXTu1SrRIrO7jRwVy5TbZ69ATVX3iFJyNOahWrVKBPnr/De36sI9GxrMx+vnXafQwVPGXrVShDHVq38Lo58KPLyu9jjrPm0jMKgkFZ6XFWfGgZpavTF+LM9t7rV2vzPNyYuKdt/oluk9kTAxtU+fw2ZsXKMiKN2sGWCK4giCfcVTw9Na+O7MP7SNLz/Py42OMJjE11KDXVsSs5Dwvj/i4Zk/ak9yR/Hq50mttP1iGxRLDo6NEJ02bMuXJ0elYoZI4318OfaitjSzB0xcvtERIo4BA0isIeoHZs73sucYqznMNKiSeRQpRw3ohmi3O75NnGPX/+CD9w8+TtevDhg6kbNmyaddXq/O8LUpj/i05qnj7avNWrD5qDMPffZ2qV1Wq9mFhz2nw0E/EnC8Hv78ZfHbffvORlswwBq7K8xyr8rwQ9CbX3pxQxXnl6o2UVnju+rMvx2rX3317gPgeJoTtcbil1tUpO9XCrKIGt93J1rN5qqq1OdkDQT6j6R1cXVzOPXRAJAsswa4rStBbuzham1NScOZj/LVHoWRtjt1WZlhle6+jIsWsHoQ/p+tPHlv1ufB6bpoqYNW3ak1ygr0kFcnjRnXV8+6Co0oF3BJsu3RerNN5pIkTeXoFQS8wK5yx6lVFWZDMPrgvnpLja326aNtjxv1GK4xYyLPN0clT58R2kcIFqaeBKNbl0Ad09v49sd26dDmTvg49kc/FRQswZZIgNbh9fPLEsXE2RvsOCyGxUWN+1nySWWypRrXKaXouMpNZJHcecbB3ZMp5KgHVtcePkhRLqlSxrJiXZrjT4fyFtM3KsS+2bIvmYDepKi8j7b7qlwyAx3UCeqjV3vlHDppdlVZ2rdQrEYBKYip0rlCZcmTNJgRgNqpzaeaEA2tpxVerGESsksLLLa/mO2qJJFFqOLpys6RQ7jzChs0W5nq5a4aFzrjl/LVqNa36XGyJLpWCxeWS40coxkJJvE3qcbNhycA0FS7sDf2+MmAzdKscLOaeeDG/WxX+YFo0rU89urbTrg8e8gkdPXYqxazguJ/+0K6/83Z/yp49bt5QClixQqFv/sS+oyAO6V+80sigV9oY/Tj2i3g2RouWrBbb2bJlpW++eD/Nb/FhdSHi6K3NTPH8HqK6KucFk0ogSVsuZuyPk4xuT3sW9pxGf/eLdv2rz4eRs3NiWwj+f+vVoLcZWpsT0bliZcqaOTPdfPI43rHM1PDnsEb9bkKQL3XYc7VNWaU1cubBvWRuuBsjLCpSnedV2nhBYnoH1xCXcw7uE8Jf1iIqNlbY9DBSyNGRsZW53mUnjmmBFidJAGnHfFbZZhHYLReUIo85+e+//2iz+jh6nudlEPQCiyjSNVF9Lmcd3BdvEf/zuK+oZnVlcP/ly0jq3ncI3b6jVGsTsnX7Hjp8VAlsPdzzU9+enZKsjDi6p6gxyIX06bt36GoaWs86d2hFXToqM9Tc3iwZPKAX+fmmfTEhM82y5dqR4exqmSJFUmxxNpyFX7J8bbxW/5T44afJ9OjxE7FdpVK5ZOeuWUTr9rOn4rspv7MgDg/XXNqiwJyCVtyKeevZU1EBgSCfcfSpqgRYG86dSWT7ZS6rIq4aOvJ8aGp0qxRMTlmyiH3ZEov35Dh997aomHHCqnQh5RjryEg/2DVnTlrNR5kfd9UpRQm/NWZ548EaAezLLgWtzM2pu3fobtgzcd5vUEK/87wMgl5g0ZkrtvswbN10cnKi2X9OELZDzL37D6lbn7cpPCKxsNU4gwX+0Ddfi6cQzIucg2qrrKxiguTx9yigtZ7JZIGxjBszgop6x9kK5MvnRh8MG5zmt/v640e0//rVeCdhR6dcEe8UM/DlygTRyC+Ha9e/HfursDBKiStXr9Mf02Zp18eM+iTZ9qV1qrVYsLePCPBAYrpXDtaOZRHRUWZ5i+R3sppvMXwORhLiV5yK5XcXFUVzK2xLESvM86Y+SiMDmhkHzF+BT44jqj8vd4HlMNAAcVTalq0gEgA8b73LjB0rqX0md8KeicReS2iwJKJrpSpaByMrXJuTzReU1uaKnt7k7qqMsOkVBL3AIjQJKCUqvpGxMWJOwRAOmhbM+p3y5FHUlnlmd+CbH8WrJO7ac1DMkcr793+tayKLFW7RKJo3H5VVxWZAyrRSFyOr0tDizOTJnUvYGDnnVNpjR37xAbmpn11amL5vlxBO4IWIVJR0dKRqIlsHvIxRZqUTwh7IvXt01K6/MfRTOnZCsRpIii9G/kgxMbFiu3OHlhRcOXmFTGlV1Ax2X8nCbd9uOZ2F4ujKNCaMjEV+J1thMWg0XKWQyVXuKDKXMi3medNXgeeEmhQttNY8b0VPtDYzHNg0CSxtcQs2Q1aoVd6QYv6U30XfgVZ6qF8ikNxdXMWaeaX6XpmLjeo8b6OAINI7CHqBRciaJYtodUrY4iwp4e9HM6f/pPntrtuwjb4c+aP2e8NZ3rde70OuLi5JLhI5Y5iU7yhIvsX5wI1raW4HrBZckfbtWEG7tiyJ57lsLFwhk5n/wTXr4DNTqesfQLmz56CI6GhtxiYhvH//+N2IeGMBPfoOEV0SCdm+ax+tXrtZbHNnBM/yJge3N0mF02ZByoIIJCZ71qxCOImZa+A/biouPrwvxF0YzPOm3VaK52yvPAo128w1f0c44cGVsqo+fmZ5DD1Ru5g/+ebLT7EWqMAnBSc/pFcw5nmT6lg5RuFRURb/TGTCEDZFSZMtSxbNg9ycLc5hkZG0X/1+IOgFwIT0ClY8e4/eukmn7iYW6qlbqzqNNxBKYiucv2ctpAOHjtH2nUqgzNXgQf17xPu7Zy9f0g613QyLROMpV8RTqDgK0Zwzyqx0WijqXYTKlAqg9LDo6GHxueV1dhbiQCAuoJJVVl6MJAePBcya/jP5FFX8Se/cvS8CXw6AJdwpYWhRNPTNfuTlWTjZ/ykFrLhbIqhg8vcDcQvGnVcuCVErc7Q2s0WST778eLvTqEzbVK1gzTRTO62c563s7YN5XiPgUQpZ7eXPxNLesKxTwEkQpmFJ/VeyjIW/J3z+5QSruSuJSc2QSi0RtDan3uLM69s7z56a5bPYfum8SEjxvsDHNL2DSi+wGCU8CmqG9UlVe5k+PTuJxblk+Cej6d3hX2nXBw/oKdprDdl4/owQqeBWEChpGo9QA1arvatOpT3oTS+86Jm8e7vY7lu1BuXMFqfADZR5K2bdmdNCdTQ58ufPSwtm/abZSB05doqGDBuhLSpnz1tCp89cENuFCxWgd9/un+Lbu1ad5+X2XXRLpExFr6IUUKCgeK9N7aW4SlWhRwLPBPoRLxJbf5lqnrdWMfjzpsXqS1bgZdLAUiw7cVRc8trD082xbfEMYU/cTuWVhLOlK/AyyGYVaUe3KkwJFsrzdy8gzjOLj8UfCzS1VVGDEoHiO6p39P8KgU3RS12QcLtGcgv6r0cMoxbNGmjVKvYkZVxdnOnNQb2SrYywyqkjfGlNiRT92nH5QpLesOaAs5bsp8wCFgOq17LIY9oTDUoGkIuTk7BE2XbxfIr3DQzwp+l//KAJUy1etlaMArBF0agx8S2KXFyck/0/L6KjaftFJUBugXneVOGkALfSygWjqapXnM2X3tUIetNH44AgKqTqRyw6puhAmApOrspW2drF4c+bngr8LAtYSkn4e7lEDXrblatosce1F8zZsWJM0AvV5tTPM10qKtXe+UcPmuX7sUn68zrAPC+DCAFYvIrFXqRPXrygNWpFIyFZsmShqb+NpXJl438JB/brTnnzxs8KhoaH0/pzSlsm2mTSTjUfP/JwdRXtLbK91dxM2bNDW9RzezWID1e+5QJxeQotzpLGDWvT6K8/1K7/7/uJ1L3PEAp9pCxiKlUoo9lMJcf2SxdEkMDzxFDSNg5ejHDi5nLoQzqoWm9llL/37xGXfvndqVQhtJinVz+iZ5VqKXYUpZejt26IdlCet8M8b9rgrh5m+cnj9ORFYncGc81fs0sABw9tVR9nkHTHiiWscaRmASe9mdZw2kiVLur4F9tLJjUWmBHO3b8nLAqlV7IjgKAXWBT2NJTD+SktSLgqNX/mb6ItU/ydi7NQrU3Ibzu30suYGDGHiHmdtMOVcekHl1YV5/Rw7fEjTSF4cEgdsz+evbc4rz5zkqJTaHGWvDmoN/XpGafovGffIaMsihJaFTUoGSja3kDqcFtePf8Ak7UHcpX31x1bxPabteqixdwEHUXsdy3F2UyBbM2t4u1Dzk4Yy0gLvKgukjuP6PBaeNS0FfjkWHL8qGZnxdVmkFLHykGLzFuvNNAs8M3vjo8kFfg94uKE1EIxJZvUKm+5Il7CXcURQNALrDZztfXSebqRQktNkcIFaf3KOcIDdtmi6eThEV/UhbPFU/fsFNvv128ssu8g7cg2Sj4AcpurOZm+V7EpKlPYExXFFGgUGEQ5s2UTYl9yhjC1xcsPY0ZQSA2lXU3SsV1zobSdEq8MqvywKkobPaooC8bFx48mazFlLCPXrRIJvBIeBahftZAM/S9Hhyvlsv14lgkFreR3kW1WQDoq8Oq5f8aBPWYPsPj/L1Vbm9ujtTnFjhU+f1wKfUCHbiijFZZobYZqc9oFrRYdPSTO16Zik+rPyyMhjgKCXmBx2JNVttSkViFhheARH79DVSopgZkhk3ZtF9YRnnnctGwlSDt1/EuKtlZecG+5mLRNjilgm6KZ6jzX6zVro5KVAi5O2TX7AOlnmBpS0dnP19vAouj9VP/u+J1bdO95mGjVZT9tYDw8UsHfnbDIl1oHQ3rbZucfUWa2RrVsiwSeCeijBliLjh0xSTKPOy72X7sqtjHPmz56Vakmjvtn7t3VZtfNBQdwt54+Ece1NmhtTqVjpaTYnnfEvIJWXORg9w4G87zG065sRXFOuBP2TMxfm4LwqCjaq9q6OYJVkQRBL7A4fNKT7WdzDu1PV+aKK2CT1dnQd+o2FFYvIH3we9ckqFQ8UTBzsPDIIdgUpaPFmdvOY//916i/yZfPjdYun0UjPnmHVi3+SySNUkMGa9xClS+B/zVIff5aCuSkt8WZk3+fr1omtnnxKee5QcbgRbVbTmeRkDA2cZQSR27doBcx0eQk5nl98fGkA7bgqq+OBMw8YNp564QsOXFES1B4uMZ3fADxkUWDxcePpOgYkFHk+qKkR0EKLFgIH4OR8Hm5sZqQNtXs9Y7LFyj6338pd46cFFzUcY5nCHqBVehWKZiyZs4sMn/SYzctTNu7UwRQBVxzUZ+qSgAN0k/r0uU12xpWKDU1vLCXAlavVa0JmyIjaBJYWiQkHkVE0G41I2sMhQp60AfvDabKSXRHJMU62docpPgDg/QpoG6+cI7uhT1L89vHSY09Vy+LZODoVu3QAWEicmTLpimfmsKzV5vnLeqL41cGkOfrxccP0/OoOF9xU8KJ9OUnFBHADmhtNmrEKVf27GJNtS4DHSvGqzYbd24CcXRVj2UrTh7L8CgNs1md561fIkCMHjgKCHqBVeDMK1sMMbMP7UtzW8ZvO7eJ7aF1G2ABYgJYrp4DLD7p7TaDj6K0KWLhrP7VMa9oDLlz5KD6JQLjLRZMze2nT4XYD9MsCBXG9MDe4DxDyrPqaRUa4arKl2tWiO3eVaqLWXdg+gCLkwqXHj5I1//gz4grxbKSD3/ejMHCifldXIQK9lJVaMrU7L9+VbSC8vkGbbSpw6JssrNorplanO8/D6N915XxgNZoN08zTYNKi6rs86goWnfmdIaLEBulVZGDqDZLEPQCq9GrSnVNze9yqPELkr/27abHLyLEiRMBlOlUtc0ZYE3eDZui9CBtNvg78q8JBSwSqjZz0FayQEGT/3+HUUCtpCqgHkmbZy8L8V19FCps3D5v2sKMz9Ix4SRCRS/vNCdX+TM8cP0qvb90IQWM/oL6zPpTWFMxTQIx954RWB1efl9mmFBkzJClapWXxwUwspG2FmcWtHzwPMzkn8nq0yfE94qdNsoX8TL5/3eEzpV2amJiQQZbnI/dvqmJyDrSPC+DoBdYDc4w8WwHZ9K7/DXFKO8+buuQth5v164vBH+AaZAtR6tPnzSpQqCwKVKDKxawAsbTPKiMELDgLDlXL8wV9HKVl4M3kDF1TRboOX5bqZynxqOIcPp+83qxPax+I4exjLA0fYJraDOko9atEqMxa86cpGO3borvleGxjo9VYzeto8rjRlOT33+mP/ftpqcvX4ikBAcFa994R7Q3gwx+JqpnL4tZmdp7lJOD0t8cqs3GU8O3mAhI+f1bdOyw2ayKeJ2Bc0366KKeZzadP0Oh4eHp+h/bL12gdtN+F9uVvIoKITNHAuo/wHo7X5YsNKfvAGr0208ii9571p+0ZMCbKfqE8sLlQfhzypMzJw2sgQDK1AEWt4Oxku/hmzco2ERiLdP27BQZXtgUpR03Z2eqW7yksBZYcfK4SW2eWE1bztM3V72aQfoFerjtlec+R6xeRtN79E01iB27ab0QWfLK40Zv1a6Ht95MdKxQWXwm3B3049aNiX7P2hLs4crjBJy0kLDqL/swd6scLFS6kWA1HdxVUsOvuFCP5XP6923jPMYzCreyczKDk4XSjg+kDnu5s9YKJ+JYSZ6LCqaCCxrS7gvt5umnpm8xcb649ewpLTp2iN6slbbzxswDe0X3SuyrV+TvXoCmde9DjgYqvcCqlPAoSLN6DxALD14w8hcyufZArghP2LZJbL8RUlcsUoDp4DYwGVStPG2aFmeev555UGkrHBxSBxnedCDtNrjt3JQV+K0Xz4vvFM8JcZYfZIwhdZRFIh/Hqo8fQ/8cO5zssezCg/s0fd8usf1V89bQJTAjfJ5Y2G8wvVWrnqj8Vff1I++8+TRbKF4AsrWNDHhLFSpMo1q0pdOffUNLBr4pxLAQ8JrPUmrB0YMmEeaRLFO9eRuUCBBJQ5D2FueTd26btAK/9uxp8T0rlCs3VUWnRIYSE51VQStW/Of1sjEVX67ej1i1jN5ZPF98DnWKl6BNbw+jYu4e5Gig0gusDn8Bx7fvIr6Qsw/tF4Hwu/UaJrrf3EP7hTgFqwy+GVLXKs9V73DrEWdk2Vrgm+ZtMhykLjx6UFSz8jm7UKcKlUz2PB0JrjINW7qQbj97atIKvFTpZGN6GQCA9MPq18sHvU1D/plHN588poHzZoo2Sz62JbRM+WLNcrEQqeztQx3L43thbkKK+YsfQziBFBoRLs4pd549FYvHCl7eVA7zhhaBhZM+XrFEiCdy66tU2s4IbO22/KSSsJVWYsB4WNuBE6B7r10Rwm3ftmpvkrePu5SYVmXKicANpJ936zYUgmDcJcHjF/8cO0IfNWwqRseS6pLkwgOfi+QoU9+qNeiHdp0d9pyPvQ/YzIzPO3UbiO2v161MJKbENjo/qVXeQTVrI4NrJlqWUtrBrjwKjdfql26bot07xfZr1WqgmpVO8ru4aoqxclYto/CCf8O5M2Ibqs2mo65/Sdoz7GPqV62muM6Lea76yuoTs+3ieVqv2kR926odFoFWghffBXLlpgqe3kJRmM9BCHgtqxjcpWJlsT1h+2ajvchTYvfVSyKRwV7K/JmC9Fd7WYneFJ8J21JtvXhObMOqKONw98KawUPprx6viY4VLirw+AafZ1irwLC7iDtYmk2aIAJeYYnXsh393KGrwwa8DIJeYDN83ay1qGrxl/b1+bOE0IiEDblZbc45mxO9Vct0syYgPp5ubqL6JP1DM9o+e+6BtCmqhbfaBCrObJ2SFnXg5Dhy64aYjef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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"STD\")\n" ] }, { "cell_type": "markdown", "id": "7f63b428", "metadata": {}, "source": [ "## `STDR` - Robust seasonal-trend decomposition\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "62ea521c", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:46.814028Z", "iopub.status.busy": "2026-05-03T12:56:46.814028Z", "iopub.status.idle": "2026-05-03T12:56:46.872531Z", "shell.execute_reply": "2026-05-03T12:56:46.872531Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "STDR: Robust seasonal-trend decomposition for noisier periodic signals.\n" ] }, { "data": { "text/html": [ "
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methodstatusreasoninput_modeoutput_shaperesidual_rmse
0STDRranchannelwise(96,)0.0
\n", "
" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 STDR ran channelwise (96,) 0.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"STDR\")\n" ] }, { "cell_type": "markdown", "id": "ba77ced6", "metadata": {}, "source": [ "## `MSSA` - Multivariate SSA\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "b70f486c", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:46.874033Z", "iopub.status.busy": "2026-05-03T12:56:46.874033Z", "iopub.status.idle": "2026-05-03T12:56:46.942278Z", "shell.execute_reply": "2026-05-03T12:56:46.942278Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MSSA: Multivariate SSA for shared-structure decomposition across channels.\n" ] }, { "data": { "text/html": [ "
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\n", "
" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 MSSA ran multivariate (96, 3) 0.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"MSSA\")\n" ] }, { "cell_type": "markdown", "id": "b1750da0", "metadata": {}, "source": [ "## `STL` - Statsmodels STL wrapper\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "c6fea003", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:46.944573Z", "iopub.status.busy": "2026-05-03T12:56:46.944573Z", "iopub.status.idle": "2026-05-03T12:56:47.015620Z", "shell.execute_reply": "2026-05-03T12:56:47.015620Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "STL: Classical STL wrapped into the DeTime workflow contract.\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 STL ran univariate (96,) 0.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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88vp7iI2NUxIUdFFDcvhZ//5qVPFnGIZhGIZhGFvDLoPegf16oGL5sti2Y48YP3P5ynXcf/BQ9G5SwEX9muSYSxVekvHqHerNXblkBn74+W+sXL1BSIRJFkyO02+9OQaffDYxx9+n4HLn1mWY+d9CMa7mwoXLiI6JVd6LkJrV0aplU/Tp2cXo9yiIpTnGlBSYOXuRkOqSLJgceQMDAlCtWiV07mAs/y1RvBhWLJ4uKtPLVqzD8ZNnEBkZBVdXVxGgt27VHM+MGi6cka1Frx6dMHRQH3z/0x84cOCoOC6Cg6vg6aceM1n1p77c7RuXYMZ/C0SAefHiFcTExsHb21O4UVOFe9STwxAQkDk2ifj0f+OxbfseMV/4xq3bCA+PFH/Lx9tLVGxJev70qMdEn21eocr/gjl/4/sf/hDHdlR0TIFMx2gO8c7NSzF1+lxs3b4bV67eECOqfH28UbNmdfTs3hGPPzYQnh4e+X5uhmEYhmEYhtETDonJqda16WUYM/PdD5Pw/Y9/KrcXz5+CVqFN+X1nGIZhGIZhmCKAXRpZMQzDMAzDMAzDMAzBQS/DMAzDMAzDMAxjt3DQyzAMwzAMwzAMw9gt3NPLMAzDMAzDMAzD2C1c6WUYhmEYhmEYhmHsFg56GYZhGIZhGIZhGLuFg16GYRiGYRiGYRjGbuGgl2EYhmEYhmEYhrFbOOhlGIZhGIZhGIZh7Ba7CnrT0tMRl5AkrhmGYRiGYRiGYRjG2Z7egsSkFFy++RA1K5WEp5uLtV8OwzAMwzAMwzAMozFJKWlFt9LLMAzDMAzDMAzDMGo46GUYhmEYhmEYhmHsFg56GYZhGIZhGIZhGLuFg16GYRiGYRiGYRjGbuGgl2EYhmEYhmEYhrFb7Mq9mWEYhmEYhmHMSWpqKm7evInExESkpeXPQZZhmJxxcnKCu7s7ypUrB2dn7UJVDnoZhmEYhmEYJo8B76VLl0TA6+DgIBboDMNoR3JyMpKSksSlatWqmgW+HPQyDMMwDMMwTB6QK7z+/v6oUKGCCHwZhtGOjIwMXL9+HZGRkeLzVqlSJU2el3t6GYZhGIZhGCYPyBVeDngZxjyoP1/0edMKDnoZhmEYhmHspEKyeesuHDh0zNovxW6hHl6SNHOFl2HMh9w6oGXPPAe9DMMwDMMwdsAPv0zGwOHPo0uvEfjrn/+s/XIYhmF0Awe9DMMwDMMwNs7uvYfwxTe/KrcnfPAl/p0536qviWEYRi9w0MswDMMwDGPDhIVF4Nkx45Genm50/xtvf4rZ85Za7XUx+mTUqFFo3769tV8Gw1gUDnoZhmEYhmFsuI/3pdfex+0798TtalUroWf3jsrPXnnjQyxautrKr5LREz///DMWL15slb9NTrwff/wx9ERaevojCSPG/uCgl2EYhmEYxkb5/a/pWLdxm9h2c3PFtL8n4t+/J6Jb53biPlrMP//yO1ixeqOVXymjF/z8/BAYGGjtl6GbmbCREVEIj4hEXFy8SBQx9gkHvQzDMAzDMDbI4SMn8MkXPyq3v/xkAurWrglXV1dM/+dHtG8bKu4nB9SnXxiHdRuk4Jgp2qjlzVR1perrsmXLULNmTXh5eYmfXbhwQXn81q1bhZvu8uXLERoaCnd3d1SvXh2LFi1SHnP16lXxGHpsdpVdet5r167hk08+EY819XhLQgmh2Nh4ZEAKdBMSExEZGY2UlBTojZ07d6JVq1bw8fERl/r162PdunXiZ/fu3RP7tHjx4vD29kbLli2N3lcK5J9//nmxzzw8PFCxYkW88soriImJUR5D//Obb76JcuXKwc3NDaVLl8bw4cONnuP7779HlSpVxPmlatWq+PHHzHOPvH/pdXz++ecoVaqUSKyMHDkSsbGx0APO1n4BDMMwDMMwTP6Iio7B6BfeQkpKqrjdt1cXPP3UMOXn7u5umP3vrxg84kXs3ntQPG7ks69j7ozf0aFdS367GYX79+/jjz/+wH///QdnZ2cRuDz99NPYsWOH0bv0+uuvY+LEiahVqxYmT56MoUOH4vDhwyIAywskqabHDhs2DG+99Za4zxoVZwp2w+PjERsXh6Tk5Ed+fj82Gu6urvDw9ISjg4Pmfz+Qntcx73XH1NRU9O3bV+yXf//9V9x36tQpeHp6IiEhAR06dEBISAjWrFkDf39/zJs3D127dhX7pk6dOiJgLV68OGbOnCmC0XPnzomgNy4uDtOmTRPP9+uvv2L+/PmYNWuWCGzpmNi1a5fyGiZNmoQPP/xQSOPp723evBmvvfaaeA0vvPCC8rglS5aIY4eCbkqEUOBMQfZnn30Ga8NBL8MwDMMwjA1Bi9jXxv0P167fFLcrlC+LX3749JHZsZ6eHpg3axIGDX8e+w8eRVJSMkaMehUL/vsTrVs2tdKrt09CGnRAbGxctj8XtUSSzlKFU+O/7e3thTNHtxT49xMTEzF9+nSULFlS3KaA9MknnxT3U1VXZvz48RgwYIDYpqofBTYUBM+YMSNPf4cCXJq9StVICr6sBQW81T5732p//+KHXyDI2zvPj6eKbEREhAh8qVpLyNcUBEdGRopAlxIWxPvvv49Nmzbhzz//xG+//SYC7C+++MKo+k63qQo7ZcoU8XOqwAcHB6Ndu3biPFKhQgU0adJE+Z2vv/4aL7/8sqgYy3//7Nmz4nnUQW/58uWVCjApB4YMGYKNGzdy0MswDMMwDMPkj39nLsDSFZK0kRa6U//6Hv5+viYf6+PthQWz/0T/Ic/gyLFTSEhIxLAnxmDJ/H/QrEkDfus1ggLemByCXj1DUlY54CXKlCkjEitU7aPgR4Zks2pat26N7du3W/S1aoGt9e0GBATg2WefRbdu3USVlWTElHyoUaMGDhw4IOTNVOFVk5SUBBcXF+X21KlT8ffff4vqK8mNqeWBHnP37l2xv0ePHo0uXboI2TJdU6W4T58+QsocHR2Nmzdvok2bNkZ/gwLkn376SQTlJLkmslb96bkpANcDXOllGIZhGIaxEU6ePod3PvxKuf2/915Hk0b1cvwdP18fLJ77N3oPGo1Tp88jLj4BY8a+h4O7Vj1SHWYKXm01RYaJIIvecS3f9+z+dl5RB0dQvbb8OBrLct2s/6se+2PdHRyw7xVJXu3k6Ag/X1+j/ZGSmiI+IxQYyjg6OMLb2xMuzsbvVUHlzfmF5OQkJ16/fj02bNggpMYkSaZ9RBXaFStWPPI71L9LLFy4UFRjqSrbsWNHYWRG0vVnnnlGGHkRDRo0wJUrV8Rzb9myRfwt+ht79uzJ17Fq6ljSizM2B70MwzAMwzA2ALnLPv3CW0KmTHTp2AYvv/hUnn43IMAfy+ZPQftuQ3Hz1h1cunwNR4+dQsMGdcz8qosGpuTFFDRFRcUgPePRRb+PjzfcXF1hS+zevduokkc9n7Vr1xbb1DNK3L59W/k5VRHv3Llj9BxUOVQHk5aGetvp81PMU0oU+Pr6wDVLoEZk+PkjPiFR9MzKOKY7IMDLy2qJIurPpQsZTr344ouiD3vs2LFC4pyTZHzbtm2oV68e3n77beW+2bNnP/I4eg6qINPlvffeEwoA6t2l22RwRYFyv379jJ6XlABylVfvsHszwzAMwzCMDTDhg69w/sJlsV26VAn88cuX+TLECQoKxPChfZXbskSa0R6qeMbExCoBL/WyypU3whbH41Af79KlS4UREgVQZJQ0btw48TP638hdmB5z7NgxHDp0SPSMqnuCCZLPUvBEPaQPHz60aCWY3m8yr5Jxd3MzGfASFNh6eXqItgEnRydxH+3LZCtUri9evIgJEyYIB2d636j6Su8hGYo9/vjj4j3t1auXcHMm+fK+ffvwzTffKO7a1Ft7+vRpYSR2+fJl/PPPP/jrr7+M/sZ3330njMzIIIsqviSHpmOWJNTEu+++i99//11UnMnZm6TSFHRTcGwrcNDLMAzDMAyjc27dvotZcxaLbQp0J0/6VgSx+WVA3+7K9tIV620u8LIFRHAVG4dUQ0WTAihfH294erhnBlDp6aK/2pb44Ycf8NVXX4mqIQVQc+bMEbJYGQqUfH19Re/vY489JoyPSpQoYfQcJLEl12AK2Kg6rHYINjf0fstVZpIrk9FbblDPvIeHm3JbVllYEhojRYEmOSGTlHnQoEFidBQ5KlNSgSquzZo1E67J9POBAwdi7969wrCKIGnz6NGj8dxzz4l9R1JoCnLV0H6j/UvPW7duXbF/FyxYIPYTMWbMGHz66af48ssvxX1kbEXbahMrveOQmJxqN2e7uIQkXL75EDUrlYS3Z+YByjAMwzAMY8tMnT4Pb074VGw/NrSfqPIWNCBr1qYPLly8Im5vWTuPJc75gCphhCzrNUV8QgLi4zNlsb4+PnB1lSqKyckpiFbmozogwN9XVNT0DLk0k4ESVQDlQMrWSE1NQ2RUVIHk5WLEUUSk4ZYDAgP88qWwYMzzWUtKyZ9MnvcYwzAMwzCMzlm7fquy3atHpwI/D1Ud+/XpqtxmibO2kDGQOuD18vRUAl6CtqmvVSJDyJwZy8qa6f3PTz81BbjqfUaJC8b24KCXYRiGYRhGx1BgtG3nXrHt5uaK9m1bFOr5+vfppmyzxFk7SDqrHltEgZW7+6PKQ+oVlaf1Uo+o7KDLmIfExCSkpqYqSR9vr/y7J9PnToZG/TC2Bwe9DMMwDMMwOoYCXrmXsE3LZvD2KtyImtohwahWVZKpXrt+E8eOn9bkdRZlSAIbHROr9Eg7OzmLUUKmnH4lU6tMg6dYnZta0VxYen22KG2mRETWyntBpMlkeCXvy5TUVKs6UDMFg4NehmEYhmEYHbNuwzZlu3vX9oV+Plq892eJs+bGVWqTJOoZzWm0jYeNm1rZCsIlW0xLlmbIqiu2+YH2pVoSbQ1DK6ZwcNDLMAzDMAyjUyggUge9XTu30+R5+7HEWTMSk5KMRtn4+HjBySnnJbYYiaOS2aqdhRltoPdT3i8kJydZc2Fm7BpLnJN1XZ1nHoWDXoZhGIZhGJ1y/MQZ3L33QGzXrhWMCuXLaPK8dWrVQNUqFcX21Ws3cOzEGU2etyiSlJjZ40mBLFUU84La1IqqkWxqpfF+UVVj3dzdCu2STeOLnAzS6LT0NOEIzdgOHPQyDMMwDMPolDUq1+buXQovbTaWOGcaWi1bsU6z5y5KUOCTqpI1u7vlb2Tmo6ZW7AysBVSFNQp68+HWnKPEWbV/k5LZ0MqW4KCXYRiGYRimiPTzqsk6uojlmvlHHfiQ/DW/8tmsplZxcXG8HzSSNlM1liDjKmdnbWYhs8TZduGgl2EYhmEYRofcuXsfR4+fEttBxQLRqEEdTZ+/bu2aqFK5gti+cvUGjp88q+nzF7lqYgFNkiRTK1k2m84jcTTAeL+4FaqXN2uSgmTO8v5PUfVyM/rGKkHv9Zt3MHn6Ajz32ofoNfR5dO4/Gk+NeQfTZy9BQiK71zEMwzAMw6zfqDawalvonsSssMS5cNDsVzIaI2jfFHT/0H7w9PQscs7ANALp448/tglpsxp1ciPRRvfVv//+m2si4OrVq+IxW7dmtlhoOQZr1KhRsPugd9W6rZi3ZDXKli6JUY8PxMvPjkCFcqXx9/T5ePH1/xWZDzvDMAzD2CJ79x/GBx9/JwyQGMv083broo1rc84uzixxzg9Zq7yFqSaSqZXxHFgpmDYH1gg4LJ6MyJDeP2dRmdU2WaQOoqkHW0582BLDhg3DnTt3UJSQ6vMWpn2bZnhyeD9hHS4zoHcXlC9bCtPnLMWKtVswuF/mSZhhGIZhGH1AgW7/oc8iMTEJy1aux95ty4xGrzDaQCNstu3YK7ZdXJzRsX0rs7y19erUROVK5YW8+fKV6zhx6izq1Qkxy9+yJ0Q1MVm7aiIFvOTknJQk9QgnJycb9fpaGvr7srO0raGF5DwnqEfY1cXFMA4pQwS+7u75MzArbFBPqoLCJFk8PDzEpShhlUpvSHBVo4BXplO7UHF9+SpnjhmGYRhGj7zz4dci4CVu3LyNr7773dovyS7ZvnOfCHyJ1i2bwcfbyyx/51GJ83qz/B17gwId2fjLhUbZaCA9VwfO5lI9UoV327ZtmD59utj3dCGpK0mN3333Xbz66qsICgpC48aNxeMvXryIQYMGISAgAP7+/ujcuTOOHTumPB9JX+k51q5di7Zt2wqZdq1atbBmzRqjv0u/07JlS9FfW716dcyfP98iyQhzBe5GLs6GRIW5oH1G1flJkyahSpUq4m/funULr732GsqWLSve84YNG2LhwoVGv/fll18qjy9evDi6du2KhISEbOXNtE+qVasGd3d3sa+OHz+eJ7lzVpn6nDlzEBoaKo4XOm46duyIQ4cOwdroysjq/sNwcR0Y4Gftl8IwDMMwTBbWrN+CtSrJLfHH5Jk849Xcrs0ajioyBUuc849RlTefY4qygyr6NPaISE0jibP2c2B//vlnEZAMHTpUyFvpQlJX4rfffoOvry927dqFuXPn4t69e2jdujVKlCghAuV9+/YhJCREBGD0MzUTJkzAe++9J4LbJk2aiOeMiIgQP6NAq2fPnvDx8RHPMWPGDHz33Xe4f/++5v8fVV+1TkbkTY5u3pm9FDSuXr0aixYtEsHok08+Kd7refPm4eTJkxgzZgxGjBiBdeuk0WOLFy/G119/Lfb3hQsXsGHDBvTq1Svb5z9y5Agee+wxDBw4UDzvW2+9JYLqgpCYmCiOhYMHD2L79u0oV64cunXrhvBwKc4rUvJmU1Dvwr//LRYHZ5cOuUt47t0Pw4OHYUb3ZdCJwtkDKalpSE5JNeOrZRiGYZiiBVUdJ3zwlXK7TOmSuH3nnljsvTbuf1izfKbZFphFDVq0r92QmVzo2KGVWdc1ITWro2KFcrh2/SYuXb6GI8dPo06tGmb7e7a+byjYIfmvBMmSXfDRzBicv1X4wCc9LV3pR3V0jBJS2twILuuET57wztPzU1BL1U+StpYsWdLoZ1Qt/Pzzz5XbVL2rUKGCqDDKUBBFwRcFrhQYyQHm+++/LwIbucI4c+ZMEeDSfbNmzRIB8H///YdixYqJx0ydOhX16tUTv6/lqCx1hdzVzTXb506dNhKIk4LyguKVnq7086Y6OiI9D/sKXgFwHj2jQH+P3kc/Pz9RaaXEBCUeqJpKPPfcc9izZw9+/fVXUdGlqmypUqXE++/i4oLy5cujfv364rHq91y+njhxokhWfPPNN+J2cHCwqCaPHTtWebz6d7K+r+r7svaL074ODAwU1X8KzLP+Xk7Qz7M/9znYZtD785/TcfLMBbwwehgqli+T6+NXrtuCqbMWGd1XuXJFTBj3KqJj49kMi2EYhmE05NdJU3D9+i2xXalSecyY+hv6D34K4eGRYqzOr39Mx8gnhvJ7rgGnz5wXCQWierXK8PH1R3hkrFnf266d22Py1Flie/7CVSgztqxZ/56tQiOF1IGoq4u0lD5/Mw2HL2mdmKCAKg8mSRm5Bw+P/IqJwKVZs2ZG9x04cEBUAKlCq4Yqt1Q9VD8HBVTydunSpcX13bt3xX2nT59GjRo1ROAjP6Z27doigJNfixaIEULJmSOEXJxdsn9ues8K+ffU8uB0Sobk5XcKuK9q1qwpEha0TfuF+nopkFVDiZjKlSuLxwwZMkQEwCQ9Jkl6p06d0L9/f2VfZg16aR+RPF392lq1koqQeQl61c9FlejPPvtMHDsPHz4UiYH4+HgRiKt/Ly8JD/q8ZXfuC/A3Pi5tIugl1+ZFy9ejX89OGDm8f55+p3e3DmjeuN6jlV7KYnl7wsvDNpvvGYZhGEZvkMnRP4aAiPjm8/dQs3olfPHxBIwZ+66476df/8bgAT1Qrqy04GUKzr59B5TtHt06INA/b1W8wjBscG8l6F2/cQs++fANzWab2hMP7zmKACfrDNjgck75LTxlCwU0MnkxLKJKb373ldzPq8bLy8voPgpI5F7SrFAApn4Oqh7L2/K1XBVX/83sXotmfdaGUJaMppycsq+8Oj9dsGprViIio5Rqr5+vr+ZO0fL7o9439Pe8vb1N9slSVZceR5LiM2fOYMuWLdi8eTO++OIL0bO9e/duVKxY8ZF9pf5bWbfl/axW8qgfJ88qpvsouKXqcvPmzTF58mRRbaZjgyT1FJRnff7c9j3Nr87u/JffpIXVg94pMxeK+by9urbD+LHP5Pn3SpYoJi5q4hKScPnmQ7g4OymZN4ZhGIZhCg4tXD/8+FtFQdWvd1d069xWbA8f0gcLFq/A5q27ER+fgPc++hpzpv/GwVIh2bBpu7Lds1sHi6xpGjesg0oVywt3bnJxPn/hEurWrmn2v2trUEAqV3olx2UpyPj0yfxVnXIiLi4eCYmSiZmHu5vm7ugUhFBbgqmAR30fyV1JmiqbJZkia2Bk6vmoqvvXX38JiTNVe4lTp04hKioqT4FPXsmUnBd+hFReoaSHbA5Ffd4uLuZzspf/n6ZNmyImJgZxcXFo0KBBto8nQ6oePXqIy+effy7k7EuWLMEbb2QmtORrMh8jebT6PaMAWX4MXai3m6A+cPlxVM2Xb9Pl7Nmzolebguy6deuKx1CFNywsLNtjJLf/ObvzX1JKmu0YWVHASxLlHl3a4p03nucvSYZhGIbRoXnVekMQ5unhgS8+edtoQfLDNx8po1XI5Gr5qg1We632wL37D3D46EmxHRjoj6aNpT48cyO5OHdVbi9bIRniMMZERccauS2bI7BSj9mhQErLnleiatWqwmSIJMokP83OffiVV14Rf7tfv37YsWOHCF6ol/TDDz8Ut/MK9XGSlPmJJ54QJkl79+7F008/renIHKp+SiOEqOAujX+yBO6qfZWcpP2+MgW5IZNkefDgwcKw6vLly6Lq+/vvv4vkAjFlyhRRaaX3+9q1a6KfOjo6WgS3pqBAmGTT77zzDs6dO4elS5eKPl81tL9I8vz999+L56W/OXLkSBFcy5Ccmm6TKdqlS5fEcUIGWXoYj2S1oJeCXbp079QG7735Qp4a9RmGYRiGsRxUvZ3wfqZ51dtvvviIfJmqgxPeHKPcnvD+l4iKjuHdVEDWbcys8nbp2Nai5mDq0UVLV6y3yALelqD3I1p1bJtjBixB+1ze7xTMqeXOWkBOyyQ7pbFENMqGRsyYgiqDVP2jaxpbRH25FMBSkFWmTO7+OzJUJSbzK6r0Ut/w448/LoIsuXKoBcZjijKdlc0N7SdnZ6kSSQZkstTXnND/tnz5ctG3O27cONHvS87MK1asEAkNgkYFTZs2TcjTyXH7hx9+wJ9//qmYjWWFjoXZs2djwYIFwmDsq6++wo8//vjI46jyT9J2GmlEwezLL79stB/JqIyeh8y2KMB+4YUXRCCt5b4uKA6JyakWP6NR/+4Pv09DyRJBeG7kEDg6Gh+YAf5+aJalXzcvyPLmmpVKwtvTckOiGYZhGMYe+eKbX/Hdj38qhkq7Ni82WUGhhV77bkNx6vR5cfvZUcPx/dcfWvz12gOPjx6LVWs2ie1///4B/fuaXqSaK6hr0Ly7cHEmdm5ezC7OKo4cPYnLly+Jz0K58hXEetVcwRUlnOINsll3Nzd4m2lOs70QGRWtJAd8fbwtVumVne3j4uPFNu8r7SAJPEHyeC3kzVZpfD1z/pK4vnf/IT7//o9Hft6wXkiBgl6GYRiGYbTh8pVr+Pn3Kcrt7758P9uFJJmn/PL9J+jca4QInKZMn4ehg/ugWZPs+82YR0lMTMKWrVIfHVWPOrRvadG3SZY4//z7VHF7/cbtHPSqmLtwBZo1qmVkYGUuqIosB73CoCmLKRSTCfUnywEvvUd0PrIkVFmOk2Jei1R6mYJhlaD3g7fGiAvDMAzDMPqDFtgka6bFtix7bd82NMffadyoHp4d/RgmT50tfv/1tz7Gtg0LLL4AtWV27t6vBDqtQpvAz1c7c6S8QvtZDnoPHj5u8b+vVyiYWbRktSrodTW/bNbJGalpqQbZbKoIrpicpc3m6rPObV9RmyZJ0WnEDgXhPLNcf3AjLcMwDMMwRqxauxkbNktGNV6exuZVOfHhu6+hTOmSYvv02Qv49Y9/+Z3NB2QEJtOtSzurvHcNG9RRtg8dPs59vQa2bt+Lh2HhhlsOcLZAr3VWQyvGNLKzfNb3zJLQiCQZSlAw+oODXoZhGIZhjHoJ3/3wa+X222+OQdkypfL0DlEv3bdfvq/c/vaHP8QIHCZ3qDq+dsM25XaPru2t8rb5+/kiuHoVpQ3t5q07VnkdemP+ohXKdlYvGnPhqnYGNoOLsz1AsmaqrBJUbZVNpSyNWtEiu0gz+oKDXoZhGIZhFP6ZNgc3bt4W2xT8jHn+yXy9O717dEKvHp2UHlVZKsvkzKkz55UAk973ypUqWO0ta9xQmq9JHDp8AkWdmNg4rDSYi0HDubK54eToCBdDEEcBr9xuwOhH2izjopolS1J4TlDoDw56GYZhGIZRWLF6o7L9xcdvF8gF9bOPximLzznzl+HBgzB+h3NhnarK291K0maZJo0yzUS5rxfCTZscegkKQqmyaKmghiXO2UP7QA/SZqXK7JSZoJCrz0zBkN9DLXujOehlGIZhGEYQHh6JQ0ekyp6fny86tMvZvCo7qlSuiN49M6u9k6eZngPKZLJn7yFlu3PHNlZ9a8iUTObQETazUkubfX19xIL8+vXrFgl81UmnlOQUpLPEWSE1NU2YR2WdbWwt1NVeljgXHPXny93dHVphHeE7wzAMwzC6Y+v2PcoiskPb0EL1x4196WmsWCVVjf/5dw5ef+UZeHp6aPZa7Qla3B05dkqpGDVqmGkmZQ1qh1SHu7ubSFgcPX5ayDWLqgt3RESkMLEivL080ahhA9y5cxuRkZGIioqySKBFn0k5wL5z5xaPLjLxvjg4OOL2LeuOdKLXIp8/SelCn2Um/8hKCgp4y5UrB63gvcEwDMMwjGDjlp3KO9GpQ+tCvStNG9dHaPNGSgV59ryl/C5nw/UbtxEWHiG2a1SvAm8vL6u+VxTg1q8bIrZJ1nv67EUUVUj5oCSC2rcUld6qVavCz8+vQNL/ghAbG4cLF6+Iy61bdy3yN22BG7fuKO8LGX3pgYuXrymvift6CwZ9rujzRZ8zLY3JuNLLMAzDMIxYoG0yCnpbFfpdeWXMaOzZd1hs//7XdIweOdTqEkQ9cuToSZMjg6wtcd534KgyukgOgosaBw5lyrubNqovrmkhXqlSJYu9hti4OAwc8bJIQNDfPndsK4oVC0BRhhIR3fqOQmxcvJhffPPifoslIXLio89/xuatu8X2knmT0aFdS2u/JMYAV3oZhmEYhsHJ0+fEiBqiVkiwMm+3MNDYnerVKovtK1dvYKXKJIvJ5PDRTIfkRjoJeps0ZDMrOeA31etsSajy36NrB2VEz7KV61HUuXjpqgh4idohwboIeIn2bUKN2kUY/cBBL8MwDMMw2LQ5s8rbWYMqr1hkODrilRefUm7/MmkaS/5McFhV6dVL0GtkZqUK/Iqa+uGgwciLFAoN6tWy2msZNKCnsr1wyWoUdajXXKZB/drQC+1V5n9bOOjVFRz0MgzDMAxj3M/bsXD9vGqGDe6L4kHFlP5IWe7MZMo0jxkW8OT+WrtWDV28NRXKl1H22/mLVxAVHYOixqXL1xAZGS22a4VUh5eXp9VeS+cOrUU/MbF3/+EiuT/UHD0uGb8R1kxGZKVOrRoIKhYoto+fOIOwMKlXn7E+HPQyDMMwTBEnJjYOe/cfEdtenh5o0VQyoNICcgF+/pkRyu1fJk3V7LntRaZJ7z9RO6SGVWeNqiH32caN6ma6S6uq0UUF9YxiuZ/XWtBx0aZVMyVRsreIJ4+OHsus9Navp59KL6lb2rVprtzetkNy/masDwe9DMMwDFPE2b5zn+gVJNq2aaF54PXMU8Ph6SGNK1q7fivOnb+k6fPbMnqUNss0UUmc1QFgUeHgoWPKtpwAsCatQpso2zt3H0BRhYL+EyfPiG0ysapVsxr0RPu2meZVW3dwX69e4KCXYRiGYYo4GzfvMJJRak1goD8ef2yAcpucnJlHg169ODfLFPmg9/AJk++FtWjdsqmyvXP3fhRVSHYuqyNq1dSPiZVM+7YtlO0t2/awj4FO4KCXYRiGYYowJF3duFnbUUWmePmFp4T0j5i7YDnu3X9glr9ja6hlw40a6ivopSCcZM7E4SMnitTincYDkaM5Qb20sgu5tftF/f19xfaxE2eKbF+vUT9vff3088qUL1cG1apKI61u3LyNK1evW/slMRz0MgzDMEzR5sLFK2JhRtBCrVLF8mb5O5UqlkO/3l3FdnJyCv6eMhtFnZSUFJw4dVZse3i4o0b1KtATfr4+CDYEe/cfhOHGzTsoKhw7cVqR/DduWFdJ2FgTeg0tWzRRJL77DH34RbmfV08mVmratzGu9jLWx/qfYIZhGIZh9OHabAZps5pXx4xStqdMn4vYOEmiWFQ5c+4iEhOTxHb9uiFwdnaG3iiqo4vUPcx6kDab7ustmhJno3FFOjKxUtO+Hff16g0OehmGYRimCLNJFfSao59XTaOGddEqVOpLpFEws+YsQVHmiI77eYt6X+/BQ/oMelu3lByci6qZFVW4j5/IHPEVUrM69Aj1X8vqgO079yMtLc3aL6nIw0EvwzAMwxRRqG9x156DYpscm9VVJHMx9qXRyvakv2YoEtKiiJ6dm9WJCplDR4pQ0KsK8EnerBfq1AqGn5+vUvGMjolFUeLyleuKiRUFvHoZ8ZUVfz9f5biJiorG0WOZfciMdeCgl2EYhmGKKLv2HFDktRTwenpKY4XMSZdObVAzuKrYvn7jFpav3ICiinHQq5/ASk3tkOpi1rIcZFEfsr1z994D3Lwl9S9XrlQeQUGB0AtOTk5o2aJxke3rNTKx0mk/r0w7tYvzdu7rtTYc9DIMwzBMEcWS/bwyJPl7+cXM3t6iOr6Iquxnzl5U3IGrVK4APeLi4qIEF5QgOXXmAuwdvfbzyhTlvt5jx6X5vHru55XpoJ7XawNBb0ZGBm48SMOyPYn4aGYs9p+zrwSX/hwTGIZhGIaxCJu27LJYP6+aoYN645MvfsTDsHAcOnIC9x88RIniQShK0DgcWdrdsH5tZTSQHmncsB72GiqKZGal9wpbYVEbdjVpVB96oyj39dpSpbdp43rw8vRAXHwC9h04gri4eHh5eUIvpKZl4NzNNBy6kIJDF+mSivuR6crPfTwc0KyGC+wFrvQyDMMwTBHk6rWbYlwRUa5saQRbcFwO9eF1aBeq3N65q2gt3InDR/Tfz1tUzayMK736k53XrV1DqANkybnc42rvUCWS5hMT5HReKyQYesbV1VUx7ktJScWefYes+npiE9Ox61QyflkWh1ETo9B0bDgGfBaJz+fGYc3BZKOA18UJiE2wr7ncXOllGIZhmCLu2kx9tpauNLZp3RwLFq8S29t37cPA/j1QVPt59ercbHJs0ZETsGfIZVd21XZ1dUGd2jWhN+S+3rXrt4rXu2//YXTu2Ab2zpWr1xEdHSO2Q2pWU3rN9Uz7dqFYv2m7Mq/XkvvpdlgaDl9MFVXcwxdTRFU3PZs41s/TAQ2rOaNxNRc0ru6CupWc4eaiX/VJQeCgl2EYhmGKINbo51XTtlVzZXvbjr0oahw9ZjuV3vLlSqNE8WK4/yAM5y9cRmRUtHCntUfOnr+E2Lh4sV2/bi3dugNTBZGCXlniXBSC3qPH9D+fNyvt22QqWrbuMF9fb0pqBs7eTMURQ5B75FIq7kZkVm6zUi7IUQS3jQ2BbtXSTnB0tK8gNysc9DIMwzC6hRbXri4uFnEVLkokJydjuyHQJJlg29aZAailqFSxHCqULyscnK9cvYHrN26jQvkyKAqQHPW8QVpOwWTZMqWgZ0gFQNXeNeu2iNtUCe3QLtOkx544eOiYst1Yh9JmmTYtJdlsUerrtaV+XhmqSJcsEYR79x/i1OnzmvkXRMSm4+hlCnKlAPf4lRQkJJt+rLMTEFKegltnNKrmIiq6Jf2dUNTgoJdhGIbRJVu27caQx8fA29sTf/7yFbp3bW/tl2Q3kCkRmasQzZs2hK+Pt1VeR7s2LTBz9iKxvWPXPjw+fACKAjSzk/oTiYb16+jaxErd1ysHvdTzardB7+ETunZulqlbp6b43NKc3iPHTiE2Lg7eXl6wZ6h/2daCXvpst2sbivkLVyiqliEDe+frOdLTM3D5riRVPnqZpMqp4nZ2+Ho6oEEVqYLbqJoz6lV2gYeb/s8x5oaDXoZhGEZ3UJ/aOx98JdxtIyOj8dhTr+D9Ca9i3GvP20SAYEv9vJ07trLa62jbupkS9G7fub/IBL1yz6gt9PMWNTMrvTs3q/t6Q1s0xroN2wx9vUes0qZgLROr2rVqwFbooAp6qa83t6A3NiEdx6iKa6jkHruSiuj47E2lKpdyQqOqzmhYVQpyq5Syf6lyQeCgl2EYhtEdi5auwbkLl40WPJ9//QuOnziDSb98YfcVDXvv55Vpo+rrpUov7eeikNRQm1jpvZ9XHZzTvqF9dOjwCbvcV1Q1PXNOmp0cVCwQFSuUhZ5pHdpUBL2yxNmeg96r124gKipabNesUdUmTKzUihb1vF71Z4equFfupUlB7qVUHL2UgvO302AQgjyCuytQr5IzGlIVt6oL6ldxRqAPD+PJCxz0MowFoBPcoqWr8f2Pf6F48WL44J2xQlLIMMyjUHX3m4mTjAxL5F6u5as24OKlq/jv319QuVIFfvsKwJ2790VvGUG9ZnWt6E5bqmRx1KheRSQ4bt+5J/Zt9WqVYe+QHNXWgl6S0tK+IqMnmq9MPdh6Dwrzy5FjJxXZeZPG9XQf1LcuQn29tmhiJVOmdEnlPHfnQSwWbr6Fe/GBOHIpBccvpyIqhypu2WKOooLbQFRynVGznDNcnPV9XOoVDnoZxgIW++Pe+Qybt+4Wt2nB0K3PExg8oCc+/uBNMR+TYZhM5i1cgUuXr4ntKpUrYOPq2Zg6fR7e/egbIeM7ffYCOnQfhql/fo+O7a0nzbVVNm3ZpWzT+2fthX3bNi2Uqv72nfvsPugNC4vAtes3xXb5cmUQFBQIW4HMrOg7TJYB21vQSxVsW+jnLYp9vbZoYpWWnoGLt9OE4ZR3vfEILOMBJ++KeH8OVWYlh3A1rs5AnYrOaFDVRQS4FOyW8OcqrlbwO8kwZnRHnfjz3wht318JeNUsXLIaTVv3xlff/Y54g6EMwxR1UlJS8O0Pfyq3J4x7SfRvPf/M41g6/x8UCwwQ91Of7+ARL+LXSdOUygxTkH5e68sh1c7RFPTaO1RNlGlY37YqVo0bZroZHzxif329B1TOzbYQ9NK5MbR5Y0Uhs//AURQJEyudfm7CotOx+WgSflgch5HfR6HJq+Ho83EkPpwRixtJteDsUxkODo5GVdyeTV3x/nAvLHjPD4d/K4a57/rjnaFe6NbYjQNejeFKL8OYgT37DuGN8Z8oGXHC28sT74x/GffvP8Qfk2ciJSUVCQmJQsY5a85i/O/9NzBkYC+rV12KIteu38LuvQfRp1dnu82S2wqz5y1VqmDB1asIRYRMm1bNsGXdfDzx9FjR25ueno4PP/0ex06cxi8TP+WxRnmAFsZbtktJOEdHR3Roa30H3tahTZRe0R2794v9Sq/NXrHFfl51pdeU4ZM9IPUqS/8THY+2YjDWKrQJ1m3M7Ou1R/WLZGJ1WjHwqh0SbO2XhKSUDJy+nip6cY9dSRHXNx9mPxfXzSUDMXdPICXyFAKc7mLzws84qLUwHPQyjIZERETi4y9+xPRZC43u79WjE775/F1FyjzqySH44JPvsXrtZnH71u27eP7lCZg8dTa+/uwdo4UFY15okfDYyJfF3My/p/yHVUumc/BkJZKSkvHdj38pt98Z95JY4KihOa5rl83Ea2/9DwsWr1JUE2lp6Zj290SLv2Zb4+Spc6JKLlcZAwP9rf2SEBDgj3p1Q3Ds+GmEh0fi5OlzqFcnBEUh6G3Y0DYCK5naIdXh4eEuErbkpEvKDBcXF9gD1KN8/0GY2Kb+Sz9fH9gCRaGvlxKh8nmLTKzoGLR00H3tPjkqS07KFOCevZGKlOynBqFySSdhMkWXBlVcEFzWCc1afytmkseRGjDuFcCf29ssif2mUhnGwpCDYrM2fY0C3rJlSmHWtF/w37RfjHp3q1SuiNn//oplC6agVs3qRtKqTj0fwwzDCA/G/Pts8IgXRMBLUE/UmLHviUoTY3lI8XDz1h2xTZ+L/n27mXycp6cH/v79G3z2v/FKRXDpinXCoInJmb0HjhhViPRCuyIkcaYZvbZqyENyWrmfMjExSTFEs7tRRY31O6ooK5Qw8vH2UhIqcXGP9oraOpY2sQqPSceW48n4eVkcnvkxCs1eC0fX9yMwfkosZm1OxImrxgGvn6cD2tR2wct9PDD5NV/s+ykQ674IwLfP+ODxDh6oXVEyn2rZoomRIpCxLBz0MowGkOvoU8+9gQcPpSwxLcRfemEk9m5fjt49OuVoY79940L88M1HRhWXjz//QRj2MOZj4ZJVeHz0WLFwU7Ns5Xp8+d1v/NZbGNoP1AMvQ60AOUlcSX746phRGD6kr5FDOpMze/cdVrabN2ukm7dL3de7Y+d+2PN3xd17D8Q2GXbZSjVRTeOG9jmvV92j3KRRZu+yzfX1HrS/vl5zmlglJmfg8MUUTFufgDf+jkbHd8LR4o1wvPBLNH5fkYAdp1KM3JWdnSSzqREd3PHN095Y93kA9v8ciClv+OG1fl5oV9cVAd6mv7tatpD2E7Frz0FN/w8md1jezDAasHjZGiV4qhUSjEk/f5HnEzN9YT391DAM7N8DPfo+KWYEksSPpH6NVKYhjHZMmzEfb074VDFAatakAbp3bY9Pv/xJ3KbRUsHVqmDooJwHyDPa8e+sBSIgkB1Jc0oWqaE+eOoDJhYuXo1XXhzFuyUb6Hjfp6r0Nm/SQDfvVYvmjcS5kBbtu/YcsCvZbLbSZhvpGc2K2uCJgt5nRz8Ge+Dgocyg19ZajEi1sX7TdkXi3KGd9Xv19WhiJbspH7+Sarik4PytNKTlIO4qF+QoJMr1KkkzcWtVcIa7a8G8V9Tqmt17udJraTjoZRgNWLQks8L0xcfjC5SJ9PfzRa8eHUXQS2zauouDXjPw06//iL5rGVoczJr6M7y8PHHnzj1MnjZH3P/KGx+IcRw8T9n8kHv5D6oq73tvv5JnIyOqENKs2Xv3H4pqwIWLV+x+5E1hehZlCTi9R3oalUMGclRd27v/CGLj4kWrASWj7I0j6qDXwg606ekZSEoBElPoOkMs9NMNl7SMDGk7gwIDSpBIF/oYOjkCjg7StqODA0pXqgtHj1JARhoOHL+KmPh0uLo4iHErtmrESNMWZKMkL08PhNSoBltC3ddLSSN7S9bJlV7yeKhTq0aef4+MpUiKTBcKcE9dS0W8sbjLCJIp16vsjHoU5FZ2Qf3Kzgj00U4UW7FCOTGzlxK85y9cxoMHYShevJhmz8/kDAe9DFNIaJ4oLdCI4kHFhMNsQenYvjW+/0la/G/eugvj33iR949G0BcgVXJ//PUf5T5ya/5n0ndwc3MVt7/67B1cunJNjJhKTk7B46PGYtOauXY3i1JvTJk+TzGQoUCge5f2ef5dWgSRSuKPv2eK2/MXrcT7E14122u1ZYyqvE0bQm+0bd1CBL1yX689Br2FcW6mQPVeZDoeRqUjKi4DkXHpiI7PQFScdJskmNHx0nZ8YoYIbhMpyE2Sting1QZXBHWaJ7ZiqCo6Nlz5iYszzRqVAmAKhN1dAE83B3i4OcDLcE235fvo2sfDcPGUrn09HY1uOzuZP5Cm3mQy0iMa1K8jVAe2RP16tcSECEoYHTpyQvT1UiLXXqYryCZWNYKzN7GicUHHKcC9kiKquBToRsRmP86OjlGq2oogt7Iz6lZyQaWSjmZN3NBzk8SZzBeJ3fsOoV/vrmb7e4wxtvWpZhid9obKDOjXvVBflk0b1xOGFGSstP/gMURFx9hkz5feIGOqt975HFNnSAs1YsSw/vhl4idG+4u2p/41Ed16P45zFy7jYVg4hj/5Etat/A++Pt5WevX2TWxcHH7+bYpy+723X833omPIgF5K0EufR6oU22rFyWL9vLoMepvj2x/+UILet15/AfaWeJNn9FKypm7tmkayy1th6bh+Pw23w9JFcHsvMg13w+XtdETmsIDXCympdMkQ7rSANq+XgmV/bwf4e9G1o2Fbug4wXFM1ji7FfB0Q6O0oTIMKPp/X9tqK5L7eDZt3iHGI9P+0bxsKe+CYiX7eyNh0UbU9eS1VXFOAS5+f7KCvg2qlnZQAl6q41cs6iQSNpSEzKyXo3ctBryXhoJdhCrmIkU9ehHqmaEGgHra2bVpg1ZpNwshq24696NurC++jQkC9gS+99r4y3oZ48bkn8OUnE0xKaElmPnfm78JFm3qrSW7+zAtvYc6M32wu+28L0JguSi4QVNnr3LF1vp+DeiOrVqkoVBc0DoIqHeq+Q+ZR5+bQ5voxsZJp2rg+3N3dhD8CVaXpmm7bC3RsRie6waVYQ1So3gQ/r0jDtfvRuHIvDTcfpOU4/iQ3qGpFgaCvF1VKHeDt7iD6Dt2p2uoGce3mIlVXqfpKVVhnkis7OgjpspAwG2TMTnSf4dQoSZ4lKTTJnemaLlt37MWylRsBBxe0atUCbdu0RnIqkJySIV2nZiDZIKVOSMpAXJJ0HS+uodwmOXVu0GPpckuIQfL2JpFMNdDXEcV8HFBMXDsiyM8RQb4OCPKla/m2o3ifDh45YZPOzVn7RSnoJXbu3m83Qe++IxfhEtQELn7BuO7WTxhN5TQPlyhbzNFQvZUC3FoVneDtrg/vXnVfr71J0fUOr+AYphAcP3lW9BASFcqXFYu2wtK5Q2sR9MoSZw56C8fvf043CnjfeetlTBg3JsdKYOVKFTBr6i/oN+RpkTWnhcQHn3yHrz97t5CvhlETHROLXyZNU24XtEJLvzNkYG98/f3visSZg15jIqOicebsBbEdVCxQJAn0BrUZtGjWCFu37xFS030Hj6Bd6xawRWIT03HhVpqY5XnuZhrO3kzFqatuCOq8UJEFT9uQmONzeHs4oKS/o3QJyLwu4e8oAlw/Lwfp4ikFbpakpn9xzP1tidiOCTqPsd+bHi+WW9I4MZneK0mWHZtA1xmIMVzHJkjybbpExKYjkiTdqusESY1sEpJ6R8Wn4crd3F8Hvc9xUY/DP7Qr0pPCsfNWfVxfES+CZQqSi/tRBTkzQNYrrVWtVbbkDJyaloG7Eem48SBNBLPK9UMpGRQWMwwBLYaJx54X+VHjgDfQx0G4KYsgt7IL6lVyFvtLrwRXr4JigQEIC48QsvrIyCj4+/tZ+2UVCTjoZZhCsEglbaYqrxaSyo7tWynbm7bsEgsDlmoWHAqAZD7/eHye3X2p7+an7z7Gy69/IG7/OXmWcHQmp21GG/6cPBMREVGG97uJGOFVUMjFWQ56lyxbiy8/eZsr8yoOHjqW6VbetIFuzynt2jQXQS+xY+c+mwh6aabnsSupOHk1FWdEkJuKGw9MVaKcjG5RVZWcYSuWdEKlEk7SdUkncV9Jfyd4uetzHxF1atcQhk9x8QmiTzkhITHbXsvsoGPQww2i+kyBZUFGzVDwGxGXIfYBXcKiMxBm2A6PyRB9nnSb+qCzC5Ip2IZbabi6lRa3l4gx0aZn3Xq6QZFSU7BFUmpl28cRAT6UkJCSEaLy7mmZnmSift0Qpa+XXLXJIJBmmlsLOt/EJUp96PfVlyjpWr6fAt7UPKocAryBOpVcRAWXZt9SsFsqwLx9uGbp6w1tjBWrNor3iHwMaHoEY3446GWYQvSJ0qgimUGFlDbLkGlStaqVcPHSVdy4eVtcsxttwbh67QZOG6pb5Jj48gtP5ev3Hx8+QFTyfzL0nI5/7ws0b9YQtUOCC/iKGBlakP3+1wzldmH7cKlyScZAtACnednUGtCpQ/6l0vbK3v2Z/bwtdNjPK9O2Vea83u06nNdLi/jT1yUnWNksJzepJZk7VS/jhBvn9+D25QNIi72Bf38dj86tgq3SU6gF1OrRtEkDkaAgNQyZOapnkFoCqrqWCnRCqcC87zsKgh9EpeNhdObl6Onb2LzrFBzdAuAdUBYOrv6iAm0Kcv6NT0rPdZ9nrSSLQNjTAb5eBpMuDwdxP8nQ6drLXbqftoXJF0nTXaX/UdqWbpP0PKf2KFJKbNyyU+nrLUwikXqzE5IlU7Q4gzSdtuk9EJJzqtDHSZV3qsTL5mrUe07bEXHpose7IBT3c0C5ICcEeiZh+aKZSIm6gEpBSdi7cZpNBbjZQUleCnqJ3XsPctBrITjoZZgCQtm5m7ck7RSNN9AyEKJqLwW7BH2BcdBbMNas36pskyNwQb4sP3rvdZy/eAWr124WfdZz5i0TFWOmcGzdsQdRUdHKAkA9cqOgDB7YS3HHJUk7B72ZyK7I8kxcPbvQkmkcSd+pN5tM/cjczxpQFebGw3QcupCCQxdTcOxSKi7cTsuxD5WqTjXKOaFGOWfULO+MmuWcULGEExwd0lGh+kdIiE8QMu4uLavk22xJb8hSdGLPvkMWD3rzC1XOvdydUKGEccX9y3PrsOSgZKD25kdv4ZUxo0RQFxaVYRQc0yUiRqoqS9VkaZuCPoOIIttKMl1uiluFaNw2JFCoP5uunR2pigxxcXJygIsTEB40HgGtnwAy0vHuPH+U3RGpvDYxhkp+ogwgJS1DMh4zXFMftvp2TrNrC/U/OFFQK8n06VIm0BHlijuhfJATyhd3RNliTqL6TyxbuR5zzkstMI3a9rWLgFf+zpPheb2Wg4NehtFC2jywl6bvY6f2rfD3lP/E9uYtuzDmuSc1ff6iwlpV0NujW4cCPQeZXX0wYawIeokVqzfis/+9ZTdfvtZi9dotyvag/j00eU56ng8+/k6oMFau3oj4bz6yqrxPT2ZuFEASFHDVr5v/OeKWrCC2DG0iPruUZNq95yC6dWlnsd5CkicfvpiqBLoPorKPZsg1mPoH6xrcYHPqJTx67KyQAhPk2kxVOVtHbYamdga35VFeTRrXE+d2UYF1h5Cc5wY5b1N1kwJhudopRkgZqqDG21LvMvUx0zWZfhXEHVvC1LHpDxd/f7H1MBF4eLmApdZ8QF+FvlTN9iZZt2Omy7aXAwK8M4NbulBfOt1PBmp54dhxaXYy0cDCc63NSZ1awUpy7+jx02KKAc0qZ8wLB70MU8BF5NIV6zVftMtQ1cvV1UXMit2554DduZhayrhHNvOg3rPCzE8OqVlNkZxfu34TJ06dRb06IRq+2qIFBTPqhIRW/UwlSxQXcr4t23aLvjb6GzTDt6hz4uRZ0XNJkARcnkutV2gfyscHjS4yV9BLwQPJk/edTcHecyk4djlFSDdNQZW1umSWU8UQ4FZ2RvmgvPcSrjIkzYj2bfXfp5wXGjeqK0Yv0ed538Gj4ppu2xLJycnYf/Co2KbPRcP6+ZudTJDkmEYlFcQ8idyuRQBsCILpQjJi6lcmaTFdk9RafZt6kylBQ27fFHBTPyxd6HhOTknDjt2HkQGqAjuKdhxHwzGqPlRpmyqupDYg528XqhTTtbOD0f1UHfekCrk8X5luG7bpPtktPCfZdWE4amJckT1AnxNSSqzftB2pqak4cPAYOrRrae2XZfdw0GuH3Lv/AMeOn0GHdqF2kU3WI1u37xXOewS5xFaqWF7T56eh8jRzj/oSabFK/Xj2Mn7AUmzaslN8mRAdO7QqVNKAFrZ9enbGj7/+I25TLw4HvQWHTFbkMUUN6tVG2TKloBVkKEdBL7FgySoOerOMKtLjfF5T83pltu8SrkKaQAEC9eNSkLvnbIqo5mYX5FI1qlE1FzSq5ozG1VxQp5KzGPlTUNRBb89uHWEPUGWKzJOopSA6OkaMd6tTqwZsiWMnzigJoSaNpJFZloRGRwXSxUe752zf9W8lWPzoy+WoEVwVtgi1F1AVVFZcqeda2wPUDkBBL7Fr70EOei2Afj29mQLx8GE42nUZgqFPjFFcZxntMZrNq7G0WS1xVrs4M/ljzbotRv28hYWCXpkVqzbw7igEslSc6Nm9YLLz7OjTq4uycN24eQciIiJR1FFLT6m6oHfII4HGKslVapqXXdBF8+W7qZixMQFjfotGs9fCMejzKHy7MB47ThoHvNRX2C/UDZ8+6Y3Vn/pj74+B+PNVXzzfwxONq7sUKuAVhnpnzkt/p3RJu5JptrBxiTPJ52X03pOcV5o2zpxRfuDQcdgq167fUj77wdUqi2KAPdFK5WOxe88hq76WogIHvXbG+x9/h7v3HiijWg6rBq4z2kBZ4VVrNirZxwF98z+fMC9QdVJdtWTyJz/fsHmnUqXt1rnw8siGDeqgXFmpInn2/CWcv3CZd0kBWa1KSPTsrm3Vi/qk5CQHOZiq2xCKIhT4qXsWmzdtAL1D51V1O8KOfFR7qWdy7cEkfDAjBh0mRKD7B5H4fG4cNh1NFvNfZUr4OaJPczd88ZQ3Nn4VgC3fBOC7Z3wwvJ07qpVxznPPYX6rvD26thf/n72gTqKoHcJtBbWJUKvQTHMhW6ZJ4/rK9sHDx2Cr7Nx9QNmmMWv2BqkkPD0kz4lDR46LNjbGvNjPmZcRUth5C5cbvROff/MLvzMas27DNtEvKMvwqI/QHJAbdKmS0nPT2J3bd+6Z5e/YI3v2HVacgWmRHxSUx5kWOUDBc29VtXflmk2Ffs6iCI2AogtRvlwZs4x/UqsvyMW5KEM96PfuPxTbNapXQUCAZHKjd2herwz19eYkWT58MQW/LIvD0C8j0fz1cIz9Mwbztyfhdnim/SyZ7HRv7IqPH/fCms/8seP7AEx8zgdD2rijQnEnsxrTqU3bevXoBHuiRbOGNhv0Ug/yHsNrFiOYVMGi/VR6bTfo3bErc2RZYTw59IqrqyuaNpGOuaSkZGXyAGM+OOi1EyhD9Mbbnzxy/+atu42yZUzhWbg0U9o8qL82s3lNQYswGl2k3pdM3lizPnOR2aOrdvLZPj27KNsscS687JyqvOYINrp0bAM/P19lBiLNuy6qqEcVkamNrWDc12s8rzcyNh0r9iVi3OQYhL4RjuFfR+G3FQk4ejlVGSdEZjzNa7jgzYGeWPKhP/b+EIhfxvhiRAcPVC3tbDH39bCwCDHOR1YhaDGaS0+UKB4kZmQTNMLPlj5rp86cF73IskmSvchnK1eqgMBAKbl15uxFMfbLFhUqO3erg97M84E9oZbU03cVY1446LUTJv78Ny5fuS62yVTp9VeeUX72+dc/ixMIo40j8AaD8QC5K/fplVn5MwedVBLnzVu5rzcv0LG+Zp32zsByVaN4UDGxfeTYKVy/YTsLPL2wep35+nllyIW1X+/MBMXipWtQVFFX32yhn1e9cJfbCUgZsPPIPfy1Oh7Dv45EizfCMW5yLFbsSxJjYJTfKemEJzq6469XfbHv50DMHO+HF3t6onZFbeXK+WHdxm1ihBbRpVMbUd2xN2xV4qyWNttLPy9BCZ2mjaQKIh17R2ywgnjl6nXcun1XbFevVllRvdkb6nm98rQJxnxw0GsHnDt/CT/9JrnKEj988yHefO15JdNHmf6Nhv5GpnCsXL1JyFCILp3awt9QTTIXHdq2VCoSW7bvFnIsJvfPAxnHEFUqV0Bw9Sqajhno1SOzB3WlobebyRsPHoRh3wFpPAhVYls2N99Cc8jA3sr2/MUrUVTZp6r0qqWoeofGsdRqMRTedd5AsU7z8fTvTpi4OF7M0JWruW4uQPt6LkKyvOmrAKz7IgAfjfBGh/qu8HbXx/LGyLVZ4/51PQa9e/YetlETK/vo51XPG1a75du0tLml/UmbZWj6hwvNigKw/8AR4UeiB+4/eGiXxTJ9fCswBYayeK+//YkwbCGGDOwlJLEko3r9ZVW195tf7PIAtjSLVNLmwWaUNstQ4qKhwekzIiJKVBeZ/EmbtZYxGrk4r+agNz+s27hdOQ917dTGrCPVyJSGnHKJU6fP4/SZCyhqREZGiTEyBCkUqHqqZ2IT0rFqfxLe+DtaVHOPJg2CZ6X+cPKQ9iNRtpgjRnRwx99jfXHg52L4e6yfkCyXL66/+bDx8QmKQocWtp07toE9oq6S2kqll85DcqWXviNsKSGUF9T9ybbY16tuy7O3lgA1Hh7uaNywrtiOi0/A8RNndBFXtO44EPWadhVtk/ZUbOGg18b5b+5S7DGcuKly8sUnbys/e3b0YyhZIkhsHzt+Gst5zEqhM19kFkZ4e3miW5fCOwLnBXZxzh9qaXOPbtrLZ8lQw9fXRxnRQccFUwBps5lnlZJDrrrnfuGSomdotf/gMaN+Xkv1seaHuxFpmL0lAc/8GCVMqN74Owar9icj1uC0nJGRhuSwY3C69R9WfuyHzV8H4OPHvdG+nivcXfX3/6jZumOPMgOWzht+hvOGvUGKGrntg0wXKdmid8h9X54VXrtWMPz9/WBP0LQB+fN+8NBxmyp60GtVV3pbt7LfoDerykAtubcWJ0+fw/0HYaI/f//Bo0LhZi9w0GvjUsEPP/1Ouf3ph28KUwkZT08PjH/jReX2l9/8alcZG0uzZNk6pTerZ49O4v21BJ07tFa2ua8398+EnNX29/c1S/aeevJkcyz6cl61JjOQY3Kuem3ZtlupenXqmHlcm4shg4xdnOXPb9Hs59VPJetWWBqmrk/AsK8i0XZ8BD7+Lw47TqUISTPh7gp0auCKr0d7w/v8q4jcMxZ3jvwN17S7ugzc8+Ta3N2+XJvViEpp88zjS25hsJ1+XvuSNhOUYKkZXFVsP3gYJmbe2goXL11VRm/S/6Be19q7UmKXDsysNqlGZKrXn/aA1YLeGXOX4oPPf8KQp15Dq26PYdDIV631UmyW9z/5DpGR0cqC5skRgx55zMjHB6FC+bJi+9yFy2J2L2Mb0mZ1z4dcWTx4+IQw02LyIp9tK8ZQmAO1gdmK1Rt4dxSg6kUtGOambu2aysKPstbqebVFzbnZ2iZW1x+k4Z+18Rj8RaSYn/v1/DgcuSS15cgjhQa2dMOkl32w78di+OMVXwxs5Y72oVJ7hykXZz1DCea1682rOtETtmZmpXbKbWVHJlb2MK/X3kcVZaV5s0bK7G4at2jt5OzGzZmmqZ046NWGv6bNw6Gjp1CmdAn4eHtp9KxFh63b92D+whVimxb2P377scmB91SVmjBujHL76+8nITlZMmJi8s7VazeFzEPus+3QLtRibx/tX3lmJS2kZIk1Y7lRRVnp2K6lMlR++879NiHn05Ps3NzSZnUFatCAzATVpiLkgE7n+cNHT4htd3c31KtT0+Kv4dq9NOG4PODTCHR+NwLfLozH8SuZgW6pAEc81dkd/73th90TA/H10z7o3NANHm4OJk1sduQwr1dv0PeFLJ9t1KCO0l9ur4TaUNBLiVG1U26onQa9xvN6bcfMyljabP9BL8VA9euGiO2oqGgxSstaxMTGKclhL08PXSmEbLrSO//fn7Bm4WT8/PX7CCoWYK2XYZNQteTNCZ8qt197+WmE1KyW7eOHDe4jLN+Ja9dvYtacJRZ5nfbE4mWZI0/69+5mVgMeU3RSzetVS08Y48/Flq2Z8ll1L7TWkLSdxo8QqampWLthG+8KnVa91PNe1U7G9s7xk2fF/HaiUYO6mo/KocAhPO7R+Z93wyXp8sDPI9Hl/QjhuHzqepqREdXTXT0w/10/bP0mAO8P90bTYBc4O5mWLav7+bbv3GczvYlqabO9ujarqVunppIIPHTkhHLs6RGS+t6+c09s09rIXuWzTQxji4iDNmJmJc3nVZlYhdp3P6/Jvt491uvr3b5zn1jTEG3btLC7EWtWC3rL2nnW05xM/MV4Ju9br7+Qa6Xw/bcz5ePf/finIjNk8obci0gM6Nfd4m9bx/bGfb22svCz9Mk6PiFBbLduaX7TGLXEmU3icoZGZlBfGVG/Xi2ULSPNX80LhZV6NahXW8ztJQ4dPqGbkRDmRl1tC22uvbT5raULUOXT9zB1706Ex6RjztYEPP5tJNoZpMsnr2ZWdMsXd8Rz3T2w8H3JiOqdoV5oUNUlT7NzKSCpVbO62L53/6EwINI7otd/7Sar9PMmp6Zi/LKF+HbjOot+T1AiWB6Tk5ycgqPHT9mEtNnS83kjE+It9rdqBFdRlJTHT57RdSJCPXJQ/q6oFRKMYkWkKNYyVG1mZb2+3k2b7befl2AjKxvj7LmL+Pm3KUYzecnyXA190WU9sfbt3UVkYok7d+9jyvS5FnrF9lGlOmoYFUQVxGZNGhT4uU7cvoX7Mfnvya1Qvowyb/bmrbs2sfCzNGs3ZFYSu3dpn6/fvfTwPibt2IooQ9CcF7p2bgdXVxclERFrourFSKxZp6p65aPKe/nhAzSd+CX6T/4d8QVsy6CAVx77RUmRk6fOFbl+3uZNtZWoLTp6GFP2SlLxt5YsRrO3T+N/s+Jw4Hwq5DirdKAjnu3mgSUf+mPjlwEYP9gL9Sq7FMiISi1xVEsf9bxwlxPTlSuVR80aUl+5Jfhk7QpM3r0DX25Yjen798Bq83r3Wd+FVm8mVpSMqPLJe5i4eb1F/h657jYyjMOhsZYU+Ooda/Xz7r16Gcdu3YQe2gPo+LRGYSMjIwMbVUrCTmZUy1kL87i8WIB798OUbJBMhoMj4OyBlNQ0JBvm1tobP/8+VZnJO7B/T7Ru1dzof41NSsTo2dOx68pF/D54BAbUy1zsvPPWy3h8lFTx/fGXfzBi2AB4cz91nhYw1OdA1KlVAw6OjgU6vqbs3Yl3Vy5BoKcntrzyFkr75m9EQvu2oUqwu37TDlSuXDHfr8FeoWqgOrAiZ+C87qMrYQ/R6+9f8TAuFuvPnsKckc/ByUR/fFbc3d3Rrk0LbNi0Q2TQ123Yjj69uhTq/7BXVq3NdLju0rldnvZNXHISHp8xBZcePhCXVxbMxh9DHi9Q0ESGLnIQuGvvIdSubfn+VksvXtSV3gb162jynZiSloGlB+7j9VWGpGmGE9Id0hDhuRiBUc+imLcbujV2QY+mrmhQ2Ump5NJ3cmGgwOTvKf+J7a079mLkE0OgZ5avypzf3b1rh0L//3llw7nT+H1HZvJvwvJFqFe6HOqULmORv99UlRCmhfvLL46GHlH38zZr2tAi68W5hw+IZATx2bpVqFKsOHrVkgJSc0KtDbIPCJ0D6VygZ7ap+vZDmze2yL5Zeeo4np4zXXzvTx8xGl1r1oKl8fbxRkiNamKuOsU2Z85dQrWqlSzumn39huTyXbVKRZQpU9oGYimHohH0rly3BVNnLTK6j4KACeNeRXRsPJKS7NOsSe1e+fKYZxAeGavcjk5MwHOLZuHYnZtKVjEksBRKeEsyz0aNGooT3tFjJxEWHoGffpuKl3T6paQnduzO/IIMCalh9J7nlSUnj+LdtVIvdXh8PJ6fMxNTh4zMU3Al06RxQ2Xht37jDgwZ3D/fr8NeOXHqjDLioEZwNXj7+OVpP5EiYvjsf0TAS2y9eB6frV6Jsa3z1oPXvl1rEfQSi5etQ6tWljM4sxWuXL2OCxeviO0yZUqhdOkyue4bCtrGr16EM/fuwNXJGclpqVh8/AhqFCuJpxrn/z2uVUsyCSF27DqAwYP6wZ4h74aHD8OVnsV0OBbovCXvi7M3gfVH0rHxeCquOP2HVJckOKUVg1/MIET4/Ys05zDUbrQBvw3sC2cnkqMnwjBYQBNCQmqKZIc8v/NheLRJ40a9sHJNprS5VcvmBX7v88PdmCi8vHCO2O5SPQR3Y6Jx4u4tPD37Xyx88gV4u7qZ/TVUrlJZVBdJHbVv/1Fd7qd79x+IcxJRtmxpeHh6m33/XHh4H28vl9arAR6eiEiIx8sLZiPo8edQPaiEWf92cA2pNUB2Bh46ZAD0nLyW+3np806fe3Pvm6sRYRi7SEripaWn49m5M/Dv0KfQoEx5WJqGDeqJoJfYsHkXAotZttd8pWr8YsvQZhY5bxWWAH+fohH09u7WAc1VznRKpReAr7cnvDzsq/maIOOFW7fuiO2KFcqhbq1M86qwuFg8899MnLhzC27OzvD38MS9mGh8tW0t/h0xSqmOfPTeaxg47DmxPW3GXLz8wkgEBNjXUHatOX9eOgnJvXGB/t75ziK+v26p2G5ZqSr2Xb+CfTeuYM7JgxjbNu8GJ107txZSTUroHDh4BB5uzo9I24sqe/ZkJoN6de+Qp32UlJqKUQumiy89P3cPDG7QSEg2J+3dhlbVq6FLjdyzvQP7dcNHn3xrcNXeLc47cv8oIzF7734jaXOxgNy/pCbv2YGVZyTn4UlDRuDIzev4fedWfLttPZpXqYKWlfMnF+3YroWyTUm/AD8vm5r3ml/Wbzhv5Eyb33MWcfNhGlbtT8HK/cm4ck/qq4712IZU91uiwtu1zFA80boCwjIGY+zi2dh67TD23qmDvnUyzXO0gl5/vTohOHbitHA3vXv3jlDd6JG7d+/j+InTYrtYYAA6tQ8VgaA5SU1LE+cySuJV8A/EpKGPi+1Ok34Q57cvt64psEoiv/uJ9gvtp+iYGDy4fw8hhn5svbBtm5SkJFqFNinQZyM/xCYlYdyqhUhMTREV9wWjXsDAqX+KhN6ry+di3YuvI8DT02x/v13rTCOoEyfPmP3/LQzkWixPQqhTuwYqVzSvQoFaZt6YuQCxyUkILl4SXq6uOHLrBl5aOhsrn3sV1YqbNyGRlQ7tWmD2vMVie9fuvRjz3OMW/ft792UWeHp2a6/rY0UmvyJwmw16S5YoJi5q4hKScPnmQ7g4O8HVxWb/tWw5pJqzRuYL8v94NzoKA6b8gbP374oP7eynKKjNQL/Jk7DmzEmsOnMCA+s3UkatkEyWRh7FxMRi7vyleO2VZ6z2P9kCR46dVLabN6mfr2Nr07kzeGH+LKRnZKBzcAhmP/Usftq6SfRbfb1xDToG10Cj8nmTKbu6+AiZH5lqJSYlieOho8rVuSizYdN2ZbtX94657iPKKL+0cB72XrsMFycn/PfUs2hVuSrux8ZgxcnjeGnhbGx79S1UyiXTWrpkcbFwIhOt2Ng47N5zAN26tNPs/7IHNmzMdLbu07Nzrvtmz5VL+N+a5WL71bYdMbhhY/Sv1wAn797Gtovn8dy8Gdj66niU9ffP82soVSJI9MRTewBVeu7cuYdKFcvBXjl4SBqvRrRsnvldkRsx8elYczAZS/ck4uAFY1lbsvMVxHtKhn4fd++L1zvKEvHm2HPtIuYc2o83ly5As0qVUSEgEOZw4aZgitiz9yAaGfq09cbGzZlBVfeu7eHhbv4K63db1otzmbOjI6Y9MQrFfX3E5fchI/DkzKlCJdGuWjCeat7S7K8ltEUjZT8dOnxcGcWiF/arZnW3btnUrGtFUia8s2gRzj+4Bx83N8x44mmU9vfHnKeeRYffJuJqeBjGLPgP80c/D2czJUbKlCoh+sqvXL2Bm7fuICwsHKVLWTaYyyt7VX3g1M9r7n0zYfFikXygdfPMJ59GMS9vdJ30Iy6HPcSwGZOx4aXXUSqfbWiFgdYOVMggo9nNW3cjJjrGYkZeCQmJioEWJe7btW5uE3FUUkr+Wkf0pTthcmSPynxBnit3PSIcPf78RQS8vm7uWPzMS+LLrV21GhjVrKUic34YmylTeHOsVOklpkyfJ6pUTPYnglOnpaqJr69PvnosaPH+xMwpSElLE5WpGU8+DVdnZ4zr2AWhlasilaQ0c2aITHBeUQe561WBXlHmxs3bOHHyrNguWSIIDRvk3rP0xfrVWHhU6nmkhWHrKtVEFeT3IY+jWlAJYWj15KypSEjJvU2CAjmZFasze/kYCIntvgNHlc9Pbk6plMAb9d+/4rPRpmp1/K97b3E/LQinjngK5QMC8SA2FiNnTRWV+vygNnOS5xDaK+rRTLnNWUxNy8DW48l4/a9otBwXjg9mxBoFvJVLOeH5XhlwKUOJiAx0q1kLr3UwTux8228QqhQLEi02z8+dISqP5hw9RUkmvaJ2bbbEqCJKBH1vMEb6X48+aKxKovapUx8vtGorticsX4yTd6R+vaI8r1dtYtXKzCZWM/bvwfwj0t/7bfAIVAkqLrYpmTptxCg4Ojhg84Wz+GTtSrO+jqaNVaOLDut3Xq96VJG5Taz+3bcb8w5Lf+/XwY+hRslSCPL2xuJnxqC4tzduRIRj8NS/8mVuWVh8fbzRo6tk9Ehjg5YsX2uxv71770HF3ZsS+TSW0R7hoNeG2L3vsFH2npxNe/7xszDiIXnM8udfQfNK0jxe4pOefVHWzx9hcXHC0EJ9MqkZLMkDqWld7klkHuXEqbPKzLJGDerkuT/p6M0bGDbtbySkpKBhufKYO+p5eBrmnVEf79/DnoCvu4fIKKr3TW50NcyGJdZv5KCXUM9/pcpKbvto+r7dmLhlg9h+v2tPDG2YufDxdXcXGV9PF1fhtP3W0oW5uij26pE5jmT1us3K8cKQo/Y2ZeQQHbs5zbemUSuj/psm2jLovEVBrrr6QVl42jfuzi44dOMaxi9dWPCg147n9UZEROKcwfCOkkDUCpMVOqZPX0/Fl/Ni0eatcDz/SzRWH0hGkmGaU4C3A0Z2cseiD/yw5lM/HIhaggdx0Sjp4ysSQ1llsj5u7pg6YpRQTey9egXfblqn+f/VonkjMX6P2L3noC4/Z9ExsUpAThWbDm3N2+NPkwCenztT7E8y33m59aOu9Z/27Ce+g0heO/q/f/OVZC0IzY0cnPUV9IaFRSg9k/TZqFK5gtn+1vHbN5U+3udbtkW/esZTH9pXr4HPekneAr9u34z5R8w3pqZJo3q6n9dL3xO79khBKH2Hm9NVm9pl5HUXJYVkJaSckFgw+kXRA09JoidnTsl3grUwDBnUS9lesNi8yRA1xq7N9jeqyOpB79qNO/Dv7MXiEhkVjbi4BOU2/Ywxhvoczpy9ILaLBxVDsperqPDejIoURlWrXngVDcoZN977eXjgp4HDxPaiY4dFbylBC5ZnRg1XHvfPNMn8gnmUQ0ekvkKiscH6PzfO3ruLgVP+QHRSIkJKlsKip8eIYEoNVax+Nuyb/w7uw5JjeVuEk0RTXsTSSIxLl68V+d22Zn2ma7OcJc1Jbk4STOKJJs3xVseujzwmpFRp/DJ4uLJvKFufE2VKl1Qy6eHhkdhlxRl7eoOSADI9u+Vc9fpg1TIRMLk6OWH6E6NR3GDAp6ZB2fL4ceBQsT3jwB6Rrc8r6ornXjuu9MqVdXmEjDpAvReZhn/WxqPvx5Ho/2kk/t2QiLAYKalDSrbujV3x5ys+2Pl9ID54zBt1K7lg8p6dWHfmlHiev4c/IaohpqDvn4+6SZV5qjzuupzphaAFNG+UEo8EuekfOy5JaPXExk07lOkKHdq1NGu1hIKEF+f9J5JENAngj6GPm0z4kccHVRVJCXbhwX28uWS+WcehlCpZXMhpZRUOSWr1wh5V5ZmCKnP1OEcnJmLUrGkiWGpUroIS3GblpdbtMbyR1HM7duFckSw3d6X3wCF9VnpPnDqHSIP7HUni/XzzZ1CUV8Lj4jBy1jQkp6WhWYVK+KxnP5PnMlLmUbvA9ksX8NL8/wo9Lz6vdGrfCoGB/sq5/Oo18xwTWdm0RRpBZ6/zea0e9JL78uTpC8QlIjJafInJt+lnjDFkNS9/UdVs2RC9//pNfNmV8/PHmjFjUauU6Yb/LjVr4bHGkkxk3JIFiIyX5vcOG9IX3l6eSobn8hUOnkxxWBX0yvPucuJq2EMM+GcSwuPjULlYEJY8+xICvaTh8FkZUL8hHm8iSfZeWzxPSNVzg76ku3aW5GrEOlW/ZFGEzhuyJIoqKzRCKDuocvvUrGnCobFD9Rr4ceCwbBc9gxs0Ftl5uT2AMsM50Vc1qmilalxJUW8NoP5zeb41jZHKDpKZ/b1bUi5803cQmlTIvo2AzmfPtWyj7JsD167m6fXQCIagYlKvKSUQKdlqj6glpc2bNUR8UgaW703E0z9God34CHy7MB7nbmXKjxtVdcanT3ph98RA/DLGFx0buMHF2UH5zHy4SjLhe71dJ9E2kxMvt2mPjtVrCg8DqkBGxGs7u7pt60zJ4/Zd+3Sd5CFvAXPyy/bNQhpLEtnJj40USojsoOrVr0MeE9tUUZx5QBphY4l5vXpqJZB7FoncWi0KCq3Txi6cI1RcVHiY9vgokXgwBX3/UGGCAmOqxD8+4x9Rvdea2rWC4W7oLSePEj2qJHaoPs/mkjZT4PrCvJlCulzMywvTHh8tWs5M0TG4Jn4bMkIpGn24ehksgaurKwb06abcXrB4ldn/5rXrt5RxmOXKlhbFFXvFakHvb999hF3r5pi80M8YY5RB755uOFDMSQmqVo95DVVzsbz/snd/IUujIJnmxMq9A8MG91EeM+XfefyWF7LSezsqEv3+mYQ70VEo4+uHpc++lKsJAi3wqwYVF71wL8ydKQKy3OimCnqLusR5777DSE5OUXr+snOzvhUZiWHT/hIujbVKlca/j48WUsyc+LxXP5EJpowwZYYpQ5wdvXt2MppJa43B8npj6449IvAlWrdslm3mngKr1xdL5x9KAo3Kg9nOF736I7RSFdEvT/29dG7LDVpgNmsqSQxp/+hV5ldYpEqOA1yKNcThqPZo9WY43vonFjtPpSDdcFiWC3LEy709sOGLAMx91x/D23nAz8vxkTnJz8yeLo5/6hN9r2vPXP82VRr/GPa46Im7FRUpRoFo+VloY9TXm+kKrgeSk5OV8zG9D927PCo11op9V6+IWa/EhM7dhSdBbvSr20BJFr29bBFO3bltttcne45k9SKxNrv3ZL6WlqHmkc/+s2cnlp6Q1BZUfa8YaGy4mhV3FxfMfPIZodijzwwlZqnVQ+tAqkG9Wpk+JWck1aCeoFFkMvR9YQ6+37wBG86dEYkiap/JzQyRqvCf9Ogrtmn+NcnQLcFQ1dqcgl5zryc2b1VVeTu2tuvJBtzTayMovTGVSiIxPQ3l/AOw+sWxeXLJDPD0wsQBQ8Q2OWxuOCvJwp4dLWWxiP/mLUF8vOUa9m2lN44kxETZMqWEbCsn3lgyH9fCwxDk5Y2lz72c65cd4e3mhn8eGylkNHuuXsbEzVKvaU7QF4KnhySbox4YqnYWVeQeoJyyw4kpKRj279+4HR2FUj6+mD/6BZGBzw3KAFMmmPYnZYafmzsj26RE5UoVUMswmoNGi9HohaLOug3bjEYVmYKUJ9QzRb3v9cuWw/f9B+fpC5f2zb9PjBb7847B/IoC4Nxooerr1aPJTmE5dyMZp2ObolineQgI/Qnbz3kiLklaMPl4OGBoWzfMnuCHTV8F4LX+XqhYMvvEz3srliius1MeG5lrkkiGEqx/DH1CbJMTen4k6LnRrHEDuLq6KPuPAk29sGvPQdHTK1c6zeW6StXzZ+ZMF+ciMnsz1aKRHZ/36i8+Z+bu71WbWaklxdYkKjoGx0+eEdv+/r4IqZF7oiC/kCLoPUNh4ZU2HdCzVt5aoij4osCXPmO0Dnh3hTS2RkuaNFKZWeks4UdmqnJyhMZ7qZMmWrH5/Fl8tXGN2KYEXm6qFZmx7ToqZnAfrlqGNaczp3mYi2ZNGihtbFSBNXcrx0ZVP6+9TwThoNcGoMycPDbHqYJU1R3SoLHo48krvWvXw8B60oKPqirUcxJSsxpahUr9JNRLsWipdEJgHq3yNmqYsyMwvZ90UiX+Hv4kgkuUzPPb2LBcBXzQTTIv+GbTWuy/diXHx5NMqW0bqeJB/WM0fqqoQgtNmdaGYzkr1MtOhhRkTjVv9AsiYZRXaDEyZcRTIjO86fzZHA16KEOq7u0r6qgz9106ZaoT1Ly/aqkY20FGfDTOw8Ml7zOOKbiiviuxULxyCX/u2pYnMyR1y4g98DAqHf9uSMCATyPQ55NouFQcBicP6fzj5Ai0r+eCn17wwa6Jgfh8pA+aVHfJNbFw9NYNTDf0sv8wYGiuo7uy0rlGiJA6E++vXCrOj1pASg5aEMrfiwcPZ56jrc3qtar+9e45ewsUho/XrMDNyAiRjKPvGjJGzCsksyWVC/X3UkLjp63macWgKQc0o5g4fUYfrQT7DxxV+jJDmzfOsyllfma+ysk3UgiRk3Z+IBPS7/sNFts0L56MSrWkaeNMM6sDOgt6j584oySMGtavLfr3tYSS1jQpgyqm5D7/ZvvMiQu5QefKr3oPEGto4rcd5m+/pL85ZGCmsma+GQ2tkpOTsX3HXiXhkFOLmD3AQa8NQBbzwhzD2QnpJfyURUV++bbfYNHHQBKa/xn6E54bLfX5EP/8O4dlmdlJmxvknLHdcuGs+LKjxXvbqlLFLz+MbdtR/B5l7+nknJtNfldVEKGeUVuUiIuLx5FjpxS5ft068txQY1afkvbjwPoNRZUjv9AIsI8Mo3Mmbl6frcy5c8dMZ+0NmzMzp0URqnbLJmvUI2RqJi5V4Jcdl2SA3/cbkidlRFaaVayMNwwLmAWG0SA5Ub9uLTGDUP58p6QY7IptjMTkDKzcn4Tnfo5Cm/Hh+HJeHE5dz6x0p0SeQx3v3djxXSD+HuuHnk3d4O6ad8mavF9otNoQlbt5fvioex8RmMWnJGP16RN2P7pom+q15GaoV1DIGEk2Pfy678B8Jb5lqC3qnS49xPaCo4fM8p1Pi3Y5wUTPf+DgMZ3182ovbV5x8phQetFUhqmPS07m+YXmKNcpXVZs02xlLWmi47FF6gSpOfp5qUJLLYGkjPxr2JP5TnjQ42VFxe4rl4S6yNwMGSitOYhFS1abbbTo/oPHFLUgtf+Yy0BML3DQa0v9vKUCkOHgILK0tNjLL+S6+Z0hkzht324x369Xj46KbJckFHo7GVqTw0cyZSyNVZb/piB3U6JLjZACDZmnk+qfw54QQTMZWuVWteqiGl1EI6eKYg/p/oNHFUMOkhNSltLUInHDOUka1MuQqS0IlJSgBSbNj81uAU/uwLI5HJm3kJyuqKKWnbduaboCT+cf6rH2cnVFr9p5kwGaQh45RSNCcquOUMArOwBTpVCe72wLpKdnYO/ZZLw7LQahb4bjzb9jsO1ECtIMivtSAY6o5n4YYVtHImLn8xjaCgjyy/9XPJ1LSJZM9KubuVDOL1RV7G8Y07Lo6CGzBL3qxbI1uXf/gcoIppTZRuFQcpWmAtA4lcJ8ZgY3aCTUKxSkHbx+zexmVpu3ZfYM6iHobWUG+eziY5KMe1D9hvlSE5naN+rn0wpq0aJJA8TFS1dF+1ZRCHqpHUD+zp7Yfwj8PaXv6PxCCXOaRU7nx6UaJyRMUSO4Kuob+rDv3X9otgTfJpW02Z5dm2U46LWlft6yxZT5bgXJIhID6jVUvizfWDxPBApPPSH1+xKTeXyRgE5scqWXstYN6tfO9j0lydR6Q590t5o5y6BzooyfP15vJ1WtlhmMMLKjfLkyqBUSLLbv3L2P4za0eDdHYEXD1E2x89IFxCQlCWlz++rS+1UQKCnRp44UACw/eSxbs5B2hrmcFIyz7DxnUxKqjBCda9QSZi4FpVrxEkp1RDaQyeu8XlsYXXThViq+WxiH9hMiMPL7aCzalYS4RCnJ5eXmgIEt3TB9nC+2fBOA+PP/IC1WCmLk4D6/nLt/Dxcf3hfbvfLYk5gd8vzLLRfOISxOki8WFvq/ZE+DA4eO6sKLYtduVRUxtKnZjGCWGirw3UJq56sVICslfHwVRdLCY+YxmuqiaveYv3ClVfuv6Rg5fFRKYnt5eqBe3fwr5XKC1D/U/kIMalC4gJrWaMTpu3dw+u5ts83rVSvZrAmpbeTCDs3hVp+ftWDJ8SPCjI/8H8iRuaDQZ1o+ny3O44jJwjJkYObM3vmLzCNx3lhE5vPKcNCrc2jxfOCgYSFXLqjA0mb1B5eqvZTlJUv9QzeuY9STQ8TJhli6fC0ePsx9dI69c/3GbTwMk96HmsFVc+wxOXzzOh7GxYreqk41Cn5SVVdW6Avv4gNp4Zk3F+dtRbqft1U21UQ5w9shuEahFolEX8O+oQV8ZII0+isrXVUV+I1FWOIsj5EiWrd8NCGRmpaGNWekRWifOgWvwMsMMFQUaYGTGzTGR2afTvt670emY+r6BPT7JAK9/heJyWsTcDdCKuk6OgBtartg4nPe2P1DIL5+2gehIa5ISU7GydPnFLk/9VUWBHmeO81EpnnihaFFxcoo6+cvFBLLT2gjcaXkUmgLafFJzu2k+NDX8W76XFRYSLWy2mCiI5+LCoMcnFEgnZepAfmlZo1qSv91WHgE1lhxFKXSImb4/MvrHa2gRCgd46QGIlf5wkBtHk0NI9u0Dq70OK/36PHTiI2Tvk8bN6wDL4NaSivmHpI+m0MbNclX/7spqEWKOHD9qlBJmJtB/XsqUuyVqzdqnuC7e++BonYqHlQM9bJpEbMnOOjVOXRAihOCryfg7VHooFeuKLYyjDigk3XpUiXQu0cnZRExc84iFHXyM593rUHaTF92/h6FO2GTYUzdMmVzrCjKdC3Co4tImipnqilzT8PsTVXgZafFvLpo5gTtXxrFQr3b8j7Pqa+XZENFUXZOX6Qkn5OlnrILpZq9164gLC5OKFa61JAkXIVBltHS+KNLhipldjRvogp6D2TOP7c2VL1dukeap9t2fDi+nh+HMzcy+7hqV3DCe8O8sOP7QEx5ww99mrvDwy2zonji1FlF7t+wQZ0CG/WsNEibtUhG0GuQK1c061Ir2rbSV1/vTrWLvJmC3m0Xz4nRdqRa0eIz06d2PfH5o3FfOy9fhDl4YsRAZXvGbOutK3arxibJ5p1astAg36djvbCBFTHIIHGmz4yW56cmKjOrg4et32dN7NxtPmkztbvsvy59Fw1rWPj9XqtUGYSULGWkujAntDaX2zmo73bt+q1mG1XUsX0rzc3d9Ij9/4c2jmL3b6jy1i5dRgSthaWvSqpJJ9VnVYZWU6fPN1vTvD3O51139pQiOdMCmqdI5FYZoawtjV6QM9lFqUJP7pPyfF7K3LuYkMeSAy2NKSJVQ3cN9g0tZmQHx+z2DfVNFfXRRcay82YmpZ5yYNWuanCexkflBs0ql5NFuS1GAgP9EVy9ihKgX7t+C9YiNS0D204kY9zkGLR8MwxvTzGep1sm0BEv9PTA6k/9seSjAIzq4oHi2fTpqj0ICiptJj8B+twQ8rFeWAYbKoq7rlwSs8y1QL04tnZfr7qflz7/lSqWN7u02dO1cKoVgnob5QT6oqPmGSs0sF93xedg89bduHHTfLOB825ipW0/Lx3TdGyr+3ELS/+6DcT31pWwh2IMklaQkZ9c5Sbnc9nNWj/9vJnJLC2Ye1j6LqLvBlo7a4EscdYyiZcTQwf1NpuL8yZ1P29H+x5VJMNBr62YWBn6eckoSQt6G7L4JNE4fvuW6ImU59bRF9O6IiiXVXPoyPE8VXpvRUaK6hKhRWClTkjQ4pPGuWQHfXl1MsxUo8TFJlXWrkhJm7PJ3MtSwBaVqqCYl7emCYlN588gJsn0GJaiPrpILfVsZULaTMeqLKGVz0NaIFcU89vXS9VeS0L//7HLKfhsdixavxWO536Oxop9SUgwtDx6ezhgcGs3zBrvh81fB2DcQC9UK5O7HPPQ0byrU7JjlWG/VC9eAjUMFY3CojaAyYv8PC9QT6avwWWUejXlcSfW7uelNgtz9PMmp6ZilaFVgwIirRhcv7GS/Ka/oTXeXl4Y2F9yiqb9/9/cpbA01Essj+iRjOwKr/pRQ8c0/W/kik3jB7WglK8fWhvUeFoGV56eHqhTS5pPGxUVrShyrAXtm737pHMCzd+W5fBaQPtk3hHpszm8kXbVfVniTMaJubWgaUHvnp3FmEq5ZSosLEKT501LS8PmbdIMdTpndWjbEkUBDnp1DH1o9+w9DDg7AiUDFNMXLaDek+YGB2gylKGDXl3t/acIG1qRRJD6TAg62dQOyX4E0bqzUmBFi7pqQdIM5cJCM35rlihlZPaTHV07tyuSfb15MbGS+3m1kDYrf6tKNQR6eon+uvVnTA+ML+qji9RBrymp57HbN8WcUTrn9KxVcOO3rMjBQJ4kzmozK1lNY2au3E3Dr8vj0fX9CAz5MgozNyciPEYq6bo4AZ0buuLXMT7Y80Mgvhzlg2Y1XOBIDbwFaMnITZ2SHSsN4720qvIStJ/l/lGtehQp4Sd/7mnxtkclX7XHfl5yOqcxdh4uLuhcUzsTpu61agu5NHkUyEZMWvPkiEHK9qw5iy2uIiMjUGqHIRo3rKeMLNMK+ZgeVL+RpgkPej6CRlRpWZHV07xeSljFG8YzNmlUX8zh1oq9Vy+Log4ptGS1iRaQqkgefWgJQyvyZ5BHoNHadOmKdZo879FjpxAREaXMRg4KKpx/g63AQa+OoSycMFOigNfJUYwqkgNVLVDcaA1SzaGD+yiGTSRFsnYW0FqcOXdR+ZKkXlFT0tmso4pIcqblF14fg1HJilwkzmQxL//djVt2KT199kxSUrIyWou+JE1JOUkWRmZgRGFGe2SFeuDkQC27nmv16CIKqIrS6CKSel64eCVHqacsbW5esZJwkdWKKkHFUa9MuTxJnEMNM0TNbWZ1LzIN09YnYODnkej2QYQIeq/dz1zANqnujE+f9MauiYGY9LIvujV2g5tL/s8jkaqqDfWByaNJ8sPD2FjsMcg0tejnNbWAP3Tjmvhs2pPE2RL9vLJ6oWvN2vBylao+WkDP1bO2dD5bZCYXZ3IMllVkN2/dwbYde2FJlixfq2z36Npe0+emY5mOaULLwEpenzk7OooWnT1XJfm8FqjHL1p7RKU5RxXJ0uaO1WugpIbfM+rzmdZjpbJj6OBMifMCjSTOG4uYa7MMB722IG029PO2qx5c4FFFppAXNucf3MPZe3dFwDt8SF/l51NnzENRJK8mVvHJydh28YKm0uasEmcyYcipD65YsQDFkZHkSjRovCj0WycmJolt+t/JzTUrqwwVq1qlSgvZmZbIEucNZ08jLll6HdmNLqKqRlEaXWQk9QxtYjIRJEtoCzM3OTdDqyW5BL00RzWoWKCS5KKgUSui49OxYEciRn5PhlQR+Gp+HE5ezUxGVS3thDcGeArp8uwJ/hjezh3+3o6FztrLkIlVQSBlRHpGhnBb1kqmKVOzZCmlp06rhaJ6Xu/2XdYxs7r/4KHZ+3nJOE8+n2kpbc7ao7j61EmT57PCQucAI0Or/yxnaEVJ4BWrNiq3+/Xppunzy9JjOrbpGNeSQC8vdDKM2NEyuDJ2cLbuemHj5h1mUUkkpCQr3wHDG2kbTBP9Da00Z+/f1XyslCmojS0gwE9s791/BFev3Sz0c27asstkS5a9w0GvjlEcB5V+Xm2kzWprfBpLoa72PjNquPJz6r/RwwxEvZpYbb90HompKfBxc0NopaqavoY6pcsIyTSxwlAZy5uLs/1LnK0lbZZpVy0Yvu4eiE9JxsZzZ3KdUVmURhflJvUk2fGZe3cV91itkYOCk3du5dhvRQtxeXQRtZEcKGSyKCEpA6sPJOHl36MR+mY43p8ei71nUyAbr5YOdMRz3T2w7H/+wpRqTC9PlAtysorxXnbIyYieteuapS91sMYGMGQYVywwQJlyEBGhjUmW1kmewrL94nkhPyZpc5ea2q4BiE7BIcJMjs5nsnJJa4YP7gsXF6kvfdXaTZr1JeblfETjkuSKc4Xy2pgZySwyuDbLlT9zJSSo0k/JDy2ghJ8cQJ0+c8FqBphkIign6f38fIVCSivWnj4lnM5JHSkrGbSkQkAgmplprJQpKJE+oE935fbCJasK9XwREZFKlZ/e+4J+Z9giHPTqGOpFEaOKfDyVLyetkef9yVJNmq0ny0yocljYD5ctktcFpLxA6BgcAleN5/7R4inrvsmOLp1UQW8RME7KzcQqLC5W9PMQWvaMytC+7mF43ux6rovq6CJ1QsJU0Lvy5AmlMkLjubTGSOKci6FVCyMzq/wHYskpGdh0NAlv/h2D0DfD8PpfMdhwJBmGcaDw93LAY+3c8d/bftjydQDGD/ZCSHlnswRGhQ16yZSN5k9r3c+rZoBhAU9tB1pUR2i8hvxdRZ+vnarzgjXGrZirn1c+jslp2dtNO2mzjJuzs6IsWmgmF2dSJPXu0Vls07zcuQuXw9LSZq2rvKfu3FYSeHJwqjWUgHJ3dhHj3Sj5oQV0/unYTjItol7hxcvWwBqsXrtZ+V4k2XlObWT5Ze4R6XuI1lAeLtr2cMsMMBhaaT1WKk8S50UrC/U3t27fq/SJd2gbqvncaj3DQa9OoXEn167fVKq8JNMs61/4UUVZkb/sqDIi91qpDa2mzZiPokRcXDzOnJVmFlI2NDu5Gp1w1P285kDeN9Rn9yA2+75QGihOfXzE6TPnrTYWwhKkpKRg/wFpEUiGJJS9zwrN0CWZJpm1yUoGrelnSEhQRjkxRRqdpKZc2dJFbnQRST3PGaSedDxWrvSoRFZxbTZTYEUMUCTOOWfg5UqvLBnLCympGdhxMhnvTqNANxxjfovByv1JiDeoQj1cgV7NXPHXq77YOTEQnzzpjabB+TOkKghHjmaOK2pQP//no41nzyA5LQ0Bnp5oVVlb1YpMpcBiaKpxdUTdB2iNeb3mNrGi6p78melfV7tKWFbkUTsbz50WVWVz8KRK4jzzv0VmDxTou2LFapW0uXdXTZ9f7oGmY5qObXPg4+aurC8WaihxHjY4s41t7gLLJCCyot43fXp10ex5aa0kK7CGN9Ze2qyWOFMCgdbNx24VXm6cG2S+WKG8NJaPvmePnyyY8dzNW3fw3Y9/Fsl+XoKDXpsZVaS9rImoVryECKjVEude3TuiRHHp7x45dsqug6iskGuznAFr3CB7md+JO7eEwQT9XKsxUlmhvrpy/gEigJN7ukwhXkMnlWOwHVd76XiU3R7JiVO28jctba5jtmHrHavXhLerG2KTk7D5gukvn6I2ukgt9aQAIOtn5050FA5cv2r2oFfut6JKzIUH93KcWSk7uVKllBbJ2c3S3XMmGf+bKY0YeuanaCzalYSYBGnR7uoMdGnoip9e8MGeH4vhx+d90aG+K1ydzRvoylBS5c5dScpdrWol+Pvl37RFViz0CKkDZw19I7Ib97Hw6CFNgh6jvl4LGySpkzxkHGYqyVNYdl66gIj4eFHtM1dylWhdpTpKePuIxEdu7TQFpX3bUJQvJ8mLz56/ZHYTJTJJCg+PVPpYtZQ207G7SHZt1mg2b26fmVUnj5tMsBaEju1bonhQMcVB+dx5ycDOUkRGRikmVp4eHkrlWQvo3JKWno7yAYFoWUmax24OKKkuJwgtMbOXvk+HDuql3J6/cEWBkqOdegzH6bOSFw35+HTvkjkBpCjAQa9OESMYnByBUvKoIvMEVuqKoiyjJalDj26SRTqxeu0WFBWMxn6YqCLKyFXeJuUrori3NC9Sa4TEOYvDdl5GF9nzjOXc+nnJwGLL+XNm6+eVcXfJXIRmt2/UEueiITvPueq12pC4IS8B6lk3F2RcJo+UyMnFWZrZKcnUya2d+kLVge7uM8n4yBDoPjUxGnO2JSIiVgrUnJ2AtnVc8M3T3mLE0O8v+6JnUzd4ulkm0M1O2lyQ+bw0fmvDudOaz03ObpYynddo/viRm9cL/XwU5MsqFwpALbl4zy3JYwvSZhka6yIni+Q+Va2hBOQTjw2wmKHVkuWZo13699VW2kyOzTQOx9HBQZkPbi661qwlfEOikxKx8bxpD4n8Qmu8IaoAal4BAqjCsHbDNmXSBCWHtRxVNO+w9Lkc1rCJ2ZLeWRMSS44d1nSsVHYMGZgpcZ49fynWbdiW5+QhVdZ7DngK9+5Lik5/f1/Mnv4bihsKXEUFDnp1ym7q56WA18kJXi6uaGHGjJXcO0oncpqfSfTq3kn5ORlPFBXy289rzuy7et+QaVZEfFy2j2vftoViFEIyP3nkkr2RdaGZla0XzgtDFloktK6a/XxlLffN6tMnkWxiVJR6dNG+A0fsfnSRWuppqtc6U9psHqMkNfJCNLe+XvW83t37j2LX6WR8OEMKdEdNjMbcbZmzdEmh3KKmixgxtPP7QPzzuh8GtHSHj6d1v0bV0mZSp+SXbRfPISYpCV6uruhQvQbMSSlfP7SuUk2z/lE6jtQBzaw5S2Av/bypKmmz3E5hTmSJ8/ZLF3AvRjs3czUjhvVXPvuLl65GTGz232mFgVQbK9eYT9osH7ttqlbXfBxOVqgntadBGbNIw55r9aQOCnotEbSZljZLvd5acObuHRy9dUNsD29knh57NX3rNBAJo5tRkThwXRpdZU5qBFcVM3UJmrE77MmXMGTEizkm+ygo/uX3qRj5zOvKurBypfLYsHK25mOibAEOenUIST/OkPygrGT00iG4pqajirISUrI0qgWVMJK5kWxMXrCTcZA1nDGtgVHVJJvRH/djonHIUKXoVtO8QS85BJby8UVqeroIrrLD28tLCTToxKauutkLlBmmubcEBfjq0QtZHWg716glDFrMCbUceLq4CpfIbSZMRorS6KIHD8KEZJEoVbI4qlapaPTzyPh47Lh0wezS5qwuziRxPn8/e4lz48aN4VqiBXzqjcek/W0x+odozNv+aKD7yRNeItCd8ZafGDEU6KOfr07jSm/+jdtkczH6zJjL9MWUizP1XGux0H7ysUFG/YnZydRtrZ935+WLwsCIzmPdzWDIlxXqTSVXWmqnWZZLsqigkLyZxq8QcfEJRkZTWkKJXwoKiGZNGgiPBa0g6azsF2Au1+asDDJUFNeeOYnYJG3GStWtXRO1QoLF9q3bd7FDlcQxt28KmTvK3+NqlVphmWcwsCIFHrXumZsgb2+0rxZsMYkzMennL428ZmjebssOA/DOh1+J2EENnQtfH/8xPvpsolIRDm3eCBtXzUH1apVRFNHPNzdjZKoiDlCln9d80uZMp2BpIbrc0M9DvZKyPJMW7EVBnkk9WnL/csUK5RAUJM3xzMqGc2fE/inn529WmSZB8hxZcpibi7N6dNG6jdthbxw/cQaxcfFKQsLT0+ORxQiZWBG9apvfgt/T1VVpO8hukVhURhft3puz1HPd2VMicVPc2xvNKpr/y5acoWUTs6wS59jEdDFe6PW/ovHhytrwb/YNPCr0RqqDlxLohoZQRdcLuyZKge5j7T0Q5Ke/r0sKGuVKL0kWaSGbH+gzI/fAUwXeEpBCwtnRUfR47za4rBeGWiHVFVXOg4dhFjn3WaKfVz5uaWoDGRqZG/rMykGclhXF3AytbE3aTMkIqoRTIUJuPzI3HarXFCZzCSkpWGP4vGqxvx9TVXvnzreMoRUFaYmJUuDevk0o/Hy1aQ+jc9l8g7R5eGPzV3mzqopoDUCvwdyE1KyGvduW4X/vv64UpmiN/ufkWWjUsiemTp8nCgQ0e37wiBcxfdZC5XeHDu6DpfOnCDf1oor+vsUZycTKx0MaV2TIwFtCpkHQqBdZ2tSze0fl56vW2L/E+fCRk/mWNptbpkn0MXyxbjl/FtGJ2cuWu6kypus3bre7MTm5jSoik6SHcbFiQW3OHng1/QwVxVWnT5ico1hURhflJm2WzXGoz5rkYJagv8HFeemJIwiPScfCnYl4/pcotHg9XIwXWn0gWXFdzkhPRfKDgxjbM1kEutPHUUXXA8V89f0VefHSVUTHxIrtOrVqmDR2ywk639NnhhbwXc2sWpEJ8PRCp2ApOF+sUXXkicdUgdRs8/aKErv3HDLrfF61tFk+ji2BbMq079oVXI8wz/xW8guR5ysfOHRMmZZgK9JmOSFAyQh/T2mNZm7o89nPsEaTDbS0YPDAXkrf6/KV60UV1tyo15JaSpt3Xr4gzEXpvRpYzzIVeIKKEvQ3ad2864plPAXoPP/Gq8/h4O7VomVAhozb3pzwKdp2GYKuvR/HNpW537vjX8Zfv36lmDcWVfT9jV5EERJOg7S5sl+AWUYVZYWMX0jaRItyWSLatVMbZX4XLdjttU9U5uCR47nKBKl3c/P5sxbp55Uhh8BiXl7CWXPdmewlziQplWWlNO7qvKESYS/sVEm2W7Zo/MjPZYdr6hn097DMYqRriCSjJofVXZcvFtnRRTlJPeOTk7HJYMAiJ3DMDZ3H6gTVVebCNn3rPN77NxZbj6cg2dB+7e4quS7X9ViPhxv6IXLfOASlHdR9oKuGnFdza8fICTmwalu1Ovw8jJUT5mRQg8ZKNdNUsii/DOzfQzHDIfd62c3aVvt5afFMyQhXJyezt9CoqV2qDGqUKKlpQsJU28djQ/spt2fO0TZJQQv9yMhoxVehbJlSmj03ff/Liiu5B9rSCQk6l1K7iBaQCVyHdqGK3HylmYsbycnJWLt+q9imYLtH10zD1MIy59ABxfgr0EtS7VgCWmvISfbFZlRImIJaiSb9/AU2r5krZPwyNLpSXv+5urrgnz++xYRxL1mkSKN3bOfbvYhAgaVYyBikzT0tYGBB0IehjyyjNbjR+vv7KV/odEJUZ43s3bnZ1PxXYveVS2JMjYeLizCxsAQ0QqRXrfxLnKnaay+QfGcPmbuR06iTE5o3a/RIkKOMKrKQTJMg2WFHQ9UqO4mzenTRhk32s09kHj4Mx5lzUsBfskSQcNRVQyOdSJbn6+YugitzkZCUgc1Hk4Tjcru3I/DST05wTpV6+RJdJXdiX08H9At1w28v+WDfj8WE6/LAVh7ISIlVDMdsicI4N9NnZqUhUWSpZIRMj1p1xBie8Pg4bL0gua0XBpJIyhU9knzPmb8MlkvyaG8GI59LOgaHWDQZIUmcG2tmNJYXiTP1YSclJZtF2tyvj7bSZjqX0Rxj8nKgY9iStKxcVfh7UJIot3VAQQ2tzD2zl3qtZWVKi2aNNHMOjktOUvxoLGFglZWBBokz7Rctknj5hc7961bMwuRJ34h2CxlSVCxfOBWDB2Q6dRd1OOjVGWJeJPUFGEYVdbVQNVEtcd5x+SLC4+KUmb0yq9Zuhr1CC8BDBnkzBVX16piWx8o9o+2q1bCI6UtWp2Aauk4n+Ozo2qmtXY4uOnn6PKIN7sf164aI+XJqyKzo0sMHZh9VlJPEmapmpnp61BLnDZvsr693l6qfl6TNWbPJKw3SZqqKu2poLkaf2Yu3UzFjYwKe+zkKzV4Pw4u/xQjH5bsR0n5wS5JaQzwCz2LaG75ivNB3z/igayM3eBjGC9HiS2bf/iO2O2Itn0Hvsds3cSMiXOwvmmltSShZ1N3w3aaVAcyTIzINrWbNWWy2VgK1aRtVyqpU1rafl84h8gLektJmGbmCefLOLZy7d9dsLrTNmzZQJJlr1m3RrJKorlaaS9pMAa+Xq/lGSOU2VkrLKjxN6pB7Q8lskRRJtubaTN8xccnJou/ZUm0aanrUqisKIZTEM2VqaQnoPE4jjQ7sXIlPPngTzzw1DJvWzDX6fmM46NVnPy8FvM5OcHVwRKgZRxVlpWmFimLgttrcRD2vl2QpVHGzRy5fuY6oqGjFGCWrSRJBiyhyTyTkBZuloAqZr7uHqJhR4JsdLVs0gZfhte8/eFTTDLp+5vOamAFrOF5Jpl/O37ImDXQsUE/Pg9hY7DFhzGPvo4tykjZT1ltOFGnh2nw3PA2LdyXirX9i0OatCPT8KBKfz43DthMpSDKY9tJ482bBzpgwxBOzX24u7nuYeA9BQeFwcX5U3kVBSwlDxeH02Qu4e09KnugdWuCfOCW1WtDxFVw9fwZhcjKiecVKKGHmsSumGGgIrqidhuZrFxZqeZDbO+h8vptm3ZvZW8Ac83lJTUTnEjqnWPp7hqgSVBwNy5U3uyPtEyrX7RmzM812CsPW7XuV73FyqVVXvQoLtWnI3zOy1NjSmGOsFK115Io4rXEWLFoJc0Brx1VrMgsnvXtkjsUsLHMPH1Aqruae2mAKmqEttyFYysU5O7y8PPHaK89g4jcfoVJFaV49kwlXevUY9BqkzQ1LltG0MpInp2DDwlTONFNPYoN6tRVnTDKeKKrzeS88uI+r4WFK34gloeNAllPJ8nNTkEmBLHNMTk5RFsX2ZWLVJNt+XktXeeWeHnlsgSmJs72PLsoaBKjZfeWikAPSQqQghnxh0elYfzgJn86ORfcPItD27Qi8My0Wy/cm4X5UZlU9wNsBfVu44cfnfbD3x0DMetsfz3TzRLuQksoCPruZvRS0dDSMUZF7Qm2BU6fPi884Ub9ebaFQyQ+yd0MvC4yQMkXXGrWE5J1mBJMjfmGh/fjEYwPMbmhl7n5eRdpcvYbFvAmyIkucaQFvror5gH7dlGTg5q27NVlbqEcg9e/THVpCCW+qJpLcnEysrEHj8hVRMbCYGCuV1ZVeS4mzOfb5vgNH8TBMMkejNSWNr9KCu9FR2Gqorg5vZL25swMMY6VWnTyOpFSDcQSjOzjo1RFkM77/wFHFxGpgE8v3JvQxyGi3XDinOAX36qF2cbZPiXNeeuNk1+Z6ZcqhjJ/5zcWy0s+wb+h1JOYwi1I9v9YekhTUoyePxKGFbYvmjR750jt445rVgl6iryxxPnnc5OxRex1dFBYWIUwzCKqWZp39J8+AbV+9hsiG50R6egYu3EoV8uS3p8Sgy3vhCH0zHK9MisGszYm4fDdTZeLhCrSp4yKquUs/8hey5e+f9UGvZm7w83I0OVJiqWG2Zq7O55u22WCiLn/y5IsP7uOMQbrax0pBr7uLi9J/vyaHGeT5YfiQfoob7bKV682iqjBnPy+prOSkZj/DcWsN5M8MtYxcfGgeUzCaLf/UE0OU2+Pe+UysgQqjfJBbsMQYxt5doCVykEmfF2tUE+X/S55BLpsDagElkuVZxuTPcPyk9snyFas3mEXavOfKZRGkl/H1Q5MKxvPhLQkVQsinIDopUUySYPQJB7064sTJs4h1zFBGFfU0GEtZkpaVqjziFEw9HzI0CsAex67kpTdu7dnMUUWFhd7D5JQMRMam43ZYmuhNPHY5BXvPJmPLsWRsOJKEtQeTsHJ/EpbtSRSSzoh7leDm5CqMtD5adBz/bUnA3G0JmL89UYxjocfQYx2Kt4Vb6Q5wLdkKGw5E4cD5FPHcZ2+k4srdNPH3aIRLfFKGTezLs+cuISJCGrpet05N+PsZSzFl+Sy5j5t7bnJ29DKM4qHZoweuSwF4dn29GzfvsIn3vbD9vBT8y9VEU9JmOgZ3nkrGHyvj8exP1JMbjl7/ixRGVEv3JOHa/czkAUmWG1Z1xku9PTBrvB8O/FwMU173E9XcWhWc4UjDdXNJSFCQd82g1MhKh/YtlUrp1m17xALaHtQpubk21yldVsw0thZtDQqJfRrM65V7bLt0aqOYQi5euga21M976MY13I+NEdLmniGW7bNWQxMjqhcvoQQV5uLtcWOE+Z08h33Kv/MK/Fxbtu1RfB8oMUr7RyvofE3jvSw5tSE7ZAPNvVcuazYXlhJFwwb3UW7PXaCtERy9fytWqfp5e2oX9B65dV1cN65Q0aruxOTx0qyiZOJoapIDow+sk65iTLKTZIKGKm+gowvKBwRa/J2SnYJnHNgjnOiGNGwihmFXrlQeV67eEBcKQug+e4EWuMdPSllT6oetGVz1kcfQiAD5S89UnxUFsHcj03EvIh0RsekIj8kQ1xEx6QiPzRDXEbEZYqEfm5ghAs7UgrRHe1cD3E5jxp6j8I3LLqtZAX6NPxZbJ9OBx7+VAkZT0HeEp6sDPN0BL3cHeLplXui2t4cDvN0d4OPpCB8PB3Gh+308pW0fD0fhiEuPczXRL6l9P++j0uY1smtzrbpW+9KjEQltqlQTMisKKJpXMq54UhY9pEY1kUWncSonT59D3dqS67O9ys7JKInmJjo6OKBhqRBsPJKE09dTcfp6mriWzaZM4ekG1KvsgkbVnNGomgsaVnEWx2BBqBRYTFyoNYH6JUkemBVKpDRv2lAoCmJi47Bn/2G0a90CeuaIalxRwwb5C3pl1UpvCzqdm6JFRelzcjnsIe7HRGvSW0yGVus2bFMkzqNHDoW5jnetzzfyd0zj8hUsNgM2O1pUqiJaeug1jWwmtWdoDbluf/HJ23h2zNvi9hff/IJ+fbqKUSyFkTYP0Ni1+WZkhEhGEE0qGLvTW5pmFSuLcypVFE/euS18LLSAgt6JP/8tthcuXo1PPxwHFxcXTZ772PHTuHnrjtiuUb0Kgqtr51Vz5OYNcd2wnLYJqILQukp10W+98/JFTLD2i2FMwkGvjhC9QoZ+3lZWPLGSUzAFvbJTMLkU9uzWEb//NV38fNXaTXYV9FKFXTZ8alC/jsneuNWnzoqsqp+bN46eDsK6XbG4E0FV2nTcjUjDgyjLVO7ckkOQ5HYaSa7nkRGXBgfkr48vK1RwjEvKQFwSCv0/kOSUAhMKgn0pIKZrCpY9HeAnth2E9NRXvu3lKK7pPgpysltAGi80jSX/qWlp2HX5klX6rLPSpWYtEfRm595I1V55tA+N/7KHoFfd30j75n5kOi7dSRVS5LnHpKDMNa0sBn5CcvzsJfklAxzRqKozGlejQNcFNcs7wdnJQdNxH3LQ+1hj05LUbp3bKjL69Ru26zropbEf5wxzGIsHFUP5cpI0MS9QawRVFIkO1a17DFYuFoTi3t7CuGnftSuajE6i/UhS+/sPwsT4P5qNXTtEqihrmYAzRz8vvQdyYGNtQitXxcwDe5VA3FwM6t8TM/5bpIyz+fCT7zB50rf5eg76/l5tJG3W1rVZ/ryU9fMXZp/WxNfdXbRYHb11A3uuXtIs6KVAlBQjpCAh/xbqs+7WJbPtozCQQtAc0mZSEx2Tg96ykneDNWldtRqwAThw7ao4z1ILB6MvOOjVCWRws3v/YaCXZCAxvFVmD6ClkZ2CoxMTROBLI1l69eikBL305fLW6y/AXlBcPp3cUb1eB6w5mISrd9Nw9X4art1Lw5V7abiecQpwBxKjK+KbBQl5fm4XJzLZcRRGOwE+0jUFghTkKVXVLBVWd1eqmpKk0wEUfzs7wnDtgMS0Jmj161KkIBE/vBqNBmWqiMA1LZ0uGUjPoC8C4H+f/4hN2w7AwckVE8a/hrp16yE5NUM43CalZCAxmS4QFee4RAp6MxBP14YqtHx/bEIGYhKk582NhGS6pON+ZP73gYsz4O8lBcB+Xg7w93I03HbArmsV4V6hDzJSouEW1BDnbqaK99Tf2wGn7t4Scm+SFlt7odjOINU8ceeWGPlF1V81oS0a4dc/pilSPluEZGqkWLgVloZzV2NwJakxfOoPhLt/FTzxewBiEiSjEiLS5zLgCjgmGWfgSwU4onZFZ4SUdxLSZNouHVi45E1utKpSDbMP7RdBb3Z06dQW//v8B7G9ftN2UYHSK0ePnVIk8o0a1slXxZEW8NS+Qv1nssmXtaDX3bxiFaGO2HdVm6CXqlNkzPPLpGnK+KKvPn1H9/28tD9psUxY+1xGyJMjqApPTsElzeTwTcfA9199gFYdByAlJRULFq8S1fq2rSXn9bywZdtuZf4rTTAoSKU4Jw7dkCS0jcpbv5pIhFauIoLe3Zcv4cVW2gSmBH1u5LYJMrTSKuhVS5t799Au6KVjkyreRAMrn8tkozE6ryamSolF+t5h9AUHvTrhxKlziHFxkFb/GRloX9M67oBqp+B5hw8IV1wKemmmHg26DguPENnzW7fvomyZUrBFKPi7fCcN52+l4vytNMw9EIxiHefBybMUVt8CVv/5qPlJsp+U6XVJkb70nJ2kxTtdygQ6oVQgXTuKilUxEdw6ItBHkv1qK4HzFFUrqiYeu3sefepL/T1Zade4JNYtkySMCXd2o9uopoVajMUnAbGJ6YiJlwJhkmhTMBwtbqeLa7rQz2PoNgXL8RmIovvj0kVAnBMpqVKl+UHUo5pvhwqPw9ew1nj5L5LEZkbVqd7HATfAC6UxdlIi/L2SRTBMAbO/IdkgAmhvQ0BtkGXn1ANaUGqVLI0gL288jIvFjksX0C/LjE317Gc9Br20n2mfPoxOx8OoDOGOfCcsDbfC03HrYRpuhUnX6n3pHfKisk2/qzwX0pHiIi0UQytVRbcQT9Su4IyQCs4I9LG8lUSrylUVYx4yPitlolpD6hWSoZMM78LFK7hy9ToqV9LHIjcnaXOjBnUKJqGtUNGi0wGyg1oBRNBrqHJqwROPDVSC3nkLV+Dj998UzvaF7eeVlRoUVMnjkbSC+s1lCW0zK0toCWoJKOXji7sx0aJ/NOv5TEuoyvjqmNH44ZfJ4vZb736OnZsWCef7vLBk+Tplu38fbau8hGyU2KS89fcLQWuAP3ZuE0k8Om9rtcYY2K8H3vvfNyL5sHrdZkRGRT/ioZFfzp2/pKhS6Pxav552iqwjN68rx2qAp3GS2RqQwVnTipXE9z9JnDno1R/W/8ZjMmWCJaX5oqWc3Cw++DwrPQ1B74Zzp4WElHp9aWYvZc0JGib/7OjHYAsB7okrqTh4IQVnb6bi/E2pcmvUT+tUA04m2qdIhluppBNKBSVh1mVpdufvT9dGi6oBCPJ1FJVYa9ApuKYIeqkK/0G3XmZ3cKYvVC/R8+uEkv4F3w/RcRQESwFyVBwFyekiKKbtqLh0RMrXsdJ9kWI7HRnI/n2OdZAWI6lxFbDzVEoe/x+IwDerzNrXi/qXpd5l7yz9y9TXTPeJvmdXB3i4OTwivyUzEFJJLD5+BNsunX9kkUhJooAAP2HKdf7iFcTHJ5icB60FVPWnpIOcjJDfd3GJk5IS1HMeFk2JBgpy00Wwm1wA89T0lBiUDUhDaL2SqFraCVVKOyHF8R6G/5ckes+mjqktxnxYE+rjJXdP6jGmheLA+o1MHuckjZ0yXTLTWb9xB1549nHYm4mVbExkyRnwOdGiovQ6qHJF83rJEEaLIIoStTQmJTw8Unxf9e9buD5PWfpurvm8ctBPC3hrzE3OinDKr1RFjPraffWSWYNegtRjVOW9cfM2zl+4LJRlb7z6XK6/l5iYhDXrzOfaTOsfWUJLiSI9QIlEghKs1HcdXEKbecTFigWga+d2WLVmk5CML1uxzshhuyCsXLPJSNqs5edGT/28Mq2rVBNBL5tZ6RMOenWC6Fs0RBTNK1hf2tQxuCZcnZwQER8vvowpY0Wji+Sgl0YD6DHoTUnNwMlrqdh7NgX7z6Xg8MWUXKuMaXG3kBpzBcW94/Deq4NQuZQTKpZwElVCOkFTFWLWZQhX676NylnVIZCgGYEfrV4uFokPYmNQ3NvnkcdQVdHV1UXM8SRnapLP53eOp5aQyVWQH13yV+V75sXxWLxqOxxdfPHxxx+hboPmhmCYTMFS8c3BG0AaUKdkFbilOInAmQJlknFnB6lC5QDwprinII5iknSdgl+6SIEw8DCD+quOYP6Bs0i8HS0e4+oiydVdnB1Qssl4JN+8KV7Eh9PuCodROpwof0LX4shyoHYHWmzRJQOp6ZnbKWnSzyiJkEAydJKpi2sIybq4LymjQMFrdri5kNWAE8oGOaJcMSeUKeaIskFO+Ozj93Dh1H6kJ4VjxdZlCKmZeRz+sVMKrOqWKWv1gJegzyydwxYcPSQWI6aCXlnirAS9m7bpNug9fFQ1Yi0fJlbkS7DfEFzpJeilnkRZEkiLWKpiacETjw0SQS8xc86iQge9xtJm7ft55TEnsgOsHmhRWQp6zd3XS1AC8Jsv3sWIp14Vt7/74S8M6t8LFcrn7Mi/edsuRdpM5mIlS2grbT597w7iU5JFAq+BDvpGiSBvb9QsUQpn798VSTytgl5Z4kxBryxxLnTQu1rt2qxtQuLILTno1cd+kYNeYv+1q2Jer7XGWzGm4b2hAygg2UV9pT2lhdjAFnnvZTEXPm7uwhp/0/mzYoYiLRjbtwmFp4cH4hMSsGPXfk2kL4WFAoFTqiD30MUUIcU1BQWxNco5I7isE4LLOqNGOSdsXD0Xn33+tfj56FeewcBW7o/8npyxo8WYtQNeolap0sJMg8bjbD5/FsMaPboAIykfGSVRRSg2Lh7nzl9GrRDTUmi9QrItUkBkpMQiLSUWw3vUQvHimVWgU3du49N9CWKfzH+jjpHbKQV/FBxT/6kcJFMVWZJbG1ecYwwVZ0mqnbf+ZYIC0BTD78mkOVYEAoDYtDCsO/YQTulZPh9ubeBlWNOvEGNj894frjVUuS7u6yglI+habDuiuJ8jionbDkK6TzL9rMd9REQkzh9ZJ/YRtT3UrGEcqMi9s1oFMFpAr4WC3pz6eqmP0N3dTVSPKMiJi4uHl5d1XXSzcu/+A9y8Jc3YJVf9wMC8yy/I7ZV64GgB31QHfaMESaypV5L2CwVXWh0zA/p1w7sffiXOf2TKQxXE8uXK6LKfV28mVlkriidu30JMUqJYF5gTMsykPlJy36Z1xrsffY3/pv2S7dSFqTPm45uJk5T7BvTtrvlrOmzo561ZslSus8YtScsqVZWgd1Tzlpo9b9dObRVF0p59hwvV5kGfuSPHTimGe6S+0ApK4B2/pb9KL/X1UqAr9/Xq6TuQ4aBXF5w8fR7RThn07S8qQB2sPAdOhvp6KehdffoEPuvVDx4e7ujYoZXI3NEQeZo3OniAaXmtuaBFNvXhUpC750wK9p9PEYGKKUoHOqJ5DRe0qOmCZjVcUC7o0UrnV/v35pq9lxfJeunPoACEJM6zDu4TA+pNBb1Ek8b1FRnkwcPHbC7oJYnbvfsPxXatmtVRvHgxk/uldqkyj4z3kCqwTigdmP/ji5QB1JcsepcTjHuYyeyLqqsUVMuV1oQkyRBMui8I26L9kZgRCb9i1+CfUR/JKVJllvqWE5PTROXWwSH3ijfFmdQ7TtViklI7G8zM6NrVhdyyHcSFjM/E/yu2JYM0uo/k2WQE5is7ags5t6OQcdPPCuOOvGP3AcVIKevoFrpfb58ZQl580LzesLhYFPPyNlltatOyGTZs3iHkfdt37UOPrh2gJ8hTobD9vFSBJxdYvdCiUmVxzGg1r5fw9vLCgH49xNgiOibnzF+Gt98ck39zqUPHMHf+crP288YmJYkknt6CXpp77uPmhpikJGGyRQowc/PN5+8Jd3tKPFHFce36rejetb3xzNfVG/Hx5z/g8hUpICUo+dNPY9dm4qChAq+Xfl4ZUmpM3bsrxyReQaCE+aB+PfDPv3PF7X+mzS2wqZ9a2tyzewdN1WYk644zzFOvr5MKPEGOzU0rVBI9vTsvXeSgV2dwpVcv/bylpH7eEk6uulmMdA+pg7eWLhQOeXLfSK/uHRW5yqo1m80e9NIX3I0H6dgjgtxkEezSDFxTkIkUBbniUtMF5YMcc6zMCsdsg3MznYybN3tU8hiVkCCy3ESryvpZwHeuESKC3s3nzwnbfuonzUrTxvXw1z/S9oFDxzHy8cGwJUhNINO6VbNsK/CtqmiXSaXjRXLWLnj/8isLaoh907TBLfw1rMMjph7N2/ZVejE3rp4j5NZ0RJPrtjiyM6Rg1xxmW1qxbfseZbt9W+MZnufv30NYXJyuJLQEnb9kozFaKGbnFNylUxsR9BLrN27XXdCr7udtlO9+XmmBTL2aeoIcnIl9165mez4rCE+OGCiCXmLWnCWibzQvz339xm3MW7hcyDsvXZZ8A2TatmmhueKHKkLpGRnwcnUVhnh6QXbFp+T3nquXLRL0VqpYTuynz7+WKrwTPvgK7dq0EEn3g4eP44OPv8Xe/UImo9CiWUN8++X7CArKZ5YzH+OKaHaynqCRUvIM4esR4agQoN3//vjwAUrQ++c/szBkUG80KIABldq1uU9P7Vyb1SZW1YuX0M2aWS1xpqB31xVao2g7M5opHBz06qyft5mOsonl/APEPLjjt28KiTMtGrt1bicCRAoYN2zaLqohhXXFzAoZ61CAS5VcutwOJ8de03JlquKGhriK64olcg5yTTlmR0dLbpl0Qvfx9jJZGaHFCPUlkqxYL7SvVkNIFGkBf/z2LZN2/U0aZS7qDxbSzMraQW/W8RXqaqLe5EM0uoiC3u0Xzz/irFmtaiWxeEtISBTzQ+lz5Gzo+XGyvKlxgdm6I1Mh0b6t8Txbeb+ElCxlsppqLWg/0LGy/OSxHINeMnJ5+/0vxTad47R0R9UC6tEviIkV/R8UuBAtDbJVvSD3sUYmxOP8g/tCSqoFZOhXo3oV4R57/cYtdO/7JCpWKIsypUuiTOlSKF26BMqWLonSpUuKKj9VFqkirJYyq6Hz0HvjX4bWyH3WJI0k00g9QQkSCnot0dcrQ07OlHC4eOkqrl2/iff/961op1q8bI3R46pUroCPP3hTBFTm+IySpPvs/Xu6MrFSr8/IoI9cv+l8pmXQ27BBHYwY1h+z5y0V31GvvvkhNq+ZK8aB5RXad3tpDCeZgvp452sEVf5MrPRT5ZWRFU70uea+Xn3BQa+Voaz2LnKF7Cb1Ogxobv1+3qwSZwp61545idfadxISopYtGouAhHqlaKA8VUYKA/VU7jsnBbhU0b1427SxEDnnynJlulBvbmGqYbv25G5MIi/gqbeJst56geS8JKGhPrCN58+YDHppcRdULBAPw8Jx9vwlYfZBXz628rnYQQoIQ7DSOrSJ0c9p9Iw83kNvQW9bw7xe6rnO6qxJCaPaIcGiYkHyvQsXr4pRObYEVcHk6hf1SGbt95Ky2/rbL/JihILeXZcv5VhpkgMl6p09ffaC2Gd6gAJXWd5Mx5J6DFZuXDHMW5UNivQEjRuRjXlI4qxV0EvnDhpf9OGn34vb+w8eFZf8QH3Tjw3th6GD+ohjwxxkmljpR9osI6sCSOabnJpqkTFXlEin2b39hz4rbk+dIZnLyVDP6YRxL+HpkUPzPNaooIFVhqECH6KjCrwMnWNF0Hv5EoZn0+ZUUL74eLxoYbv/IAwnTp7Fb3/+myc3bYImE4x89g3xPU707N5R8/101FDpbVBWXxV4gtZm1NebkJKCwzeuKVV5xvroZxVfRDl5+hyiHNIhmvEyMtCplj76edVBL0HB1cPYWOUEJrNqbWbPRl5JSsnA3rPJ+GFxHAZ/EYmmr4Xjpd9jMHNzolHASy3OFNy+McATC97zw4GfA/Hnq74Y1cUDNcs7F1r+qc7mtwo1/YVhDgmtVshSs03nzmS74GvSuJ7Ypi9u9WxPvUOBBo0aIerWqQl/fz+TyYjg4iVNuldbk5I+vqLKSWy/dP6Rn6sDlROnzsLWoH47tbT5kX7ey/rr55WRA/ETd26J1oXsIBdnmfUbt0EvULIhMlIKXClZkp+RV3KVt0qxIHGM6g2a10vs1XBeL/HUk0OMRrjlBV9fH4x6cgjWLp+Jw3vWiF5gcwW8FBiQ06venJtlqPrs4uQkFvCUALcUdG6hubFqaCLB2JdG48jetXjx2SfMGvAShwzJiAblKugq6Z31fLbnqrZ9vURAgD++/eJ95fbX308S1dvcoO+Ace98htNnpO8+Mjr88N3XNH1tKWlpQuGm10ov9fU2MczaJpkzox/09ykuktJmqZ83yNEV/h76cgqtX6acmG9JEt/1504rDosyNP9QzuZlR3q65LA8eU08Rv8QhaavhWHk99H4c3UCjl9JVdxyKYatV9kZL/T0wL/jfHHwl2KY8ZYfxvTyRP0qLoUy3nn0NaVjzz6pn5d6vFo0b2TSXES2xG+lw0wd9fUS+69fFbJAc8/rtZa0mYyFsrJTx8kIdbWX5ilnpV7dzL644ydMJyz0zPad2UubqepAs3AJPWa3qUWBWhVoYZaTXLNrZ1XQu0nq79UD61QBeIumDQvUz6vH/UI0N1QUtTSzIkjdsmHVbNy4uB/7d6zA0vn/YNLPX+CDd8bi6ZHDhElSvbohYo42te9M+2sizh3bip+++xgtmjUyu7Sd1CDy+ZsqRHrD09VVGdUjz3i2FGSgJJuGDerfA/t3rMSnH71lsakRB3XazyvT0qDYoGPovkHFoSX9+nRFrx6dxDa1so0d979c13vUQ08tAgR9dqb8+Z34bGnJ2Xt3hTsytXjVLWOeZJRWo4t4Xq++YHmzlRHVRkM/b1Md2a7L0Emre606wiVwzekTGNG4mZDNUvWNJC/krktSzWZNjK3orz9Iw+7TkvkUSZZpZIwpqpVxQqjoy5Uclslp1lIVdrliUr9uiEnZ74FrV4QtPrlXUm+z3qCFSKCnF8Lj40Rw1a/uo+MAmjSSKr0E7SdbgWTzMqZ6gfTaz6vu6/1r13bsuHRRHEPqKoG60nv8pG0FvRQsbt2eGfS2bWW8b3YZ9gtVE2mslt6g/UCtCtSuQcdQt2yc8kObNxI9/jGxcdh/4CgiI6MeURtYAzIPlFErbvJT6dWTuZiaFgZpLxkn0gK+hMbVaNqfPtWrILi6vv5/SlrKqhWSeesRkjiTBJuOoVfb5e+4Kww0x3znpsVIS08TbtyWRh5XRNVuPVKlWHGh2qC2BUpI9Kun3Uggef1HMnNKQpP/ye69BzF91kKMHjnU5OOPHj+N8e99odx+d/zLjxgdamliVaNESV2NkVIjK51IJWmptgAmd7jSq4d+XkOlt38zffXzyvQIkSTONBM2MSXlkWovzUCMjE3H2oNJ+GhmLDq9G47O70aI7TUHk40C3hL+jugf6oZvn/HGju8DsPrTAHw4whudG7pZLOBVKuy5zFyUF/DkLKo3cxF5Ad8xuIbY3nTubLaGFHKl4uCh48qYGd3PrTbsH+pbDG3R2Ojn5FRJjpV6rlpRME5ZaKrgyO7fMiE1qyujGyjotYV9opadP3gYJrZr1wrOdoyUXpMRatVGTqM+yLClQ7uWyvG4aesuWJuHD8MzjWF8fbL1ITAFBZHUB6/nfVO5WBBKGFoVtJY46xnZxEqP0maZUENFkdQRlj5fkfGfNQLeW5GRwpdBj+OKsprzqdcr5kg8fPbROOX2/z6biFu3pTnhaigx+NSzb4iKMNGlYxvhwm0OjhoUeCQ71ytNK1SEq6Et4LAhSGesDwe9Vl5ARqan0sBNcbtzbX3188q0qVpdGDnQTLQdly6I+1q3DoVLsYbwqvEc/jvZAs3fCMfYP2Mwd1uiGDEk4+3hgE4NXPHhCC+s+cwfO74LwLfP+KB/qDtK+lsvkDTu5zU2SZKRZSk0BF6vdAqWqoabz5sOnqiCHVJDyjiSoRU5YeodUhCoXbWzVuHlYIWcK8nBUo9Qm0JDwxdyVokzLeKCq0lVLVIb3Lh5B7bCVvWoojahOXxm9NfPKyNL4qlaEJeclO3jyMVZZv1G60uc16zfqkgLu3Vum69+RrnKS0ElBZd6XcDLfb1aS5z1DM2/1auJlUwLw0gpUhXRSLKiwMEb0n4p5eOLMn7WV3lkhxz0aj2vVw2NO2xjGBtIhpjUs6teb9B56cWx7ynri3JlS+Ov377WbPRYdpVePfbzyni4uHJfrw7hoNeKiMCrlCRtDnRw1tV4j6xN+R2rS32IP204hmd/isIrMysgIPQneFV/AknOFcSsUYLmizap7oyx/Twx710/7P8pEH+84osnO3qgamlnXYz+oBM0yXRy6udNSElW5vPpaT5vdmZWN6MicS6bxUhjG5M45zSqiFCMknRasZJpV616tn29devappnVNpW0OatsjSojV8PDdL9vqFWBknip6elKwGGKLp1aK9vkYkoVX2uiNg3s1V3qs8srci8mKSP0cA7OdV7v1aJR6Y2MjxeO1XoPegO9JHdtwpKji6yJIm2uUFHXnxk56D1193a23h6Fhf7/n7//GO7ukpR47fqtWLJsrfLzn3+fIu6TzcZm/POjmPRhDmgE0Mk7t8V2Qx06N6vhvl79wUGv1ft5pUpVkzL6y1iFRadjxb5ETJgag8MnpC/kPddOYdvJZCRIChZBaswVdK4Vhb/G+mL/z4GYPcEfr/TxRMOq2ppPaVlhj4iIynQGNmGKcfD6NSSnpcHDxUXX2UTq55H7jTdm4+Lc1ODgTBw4dNym+nnl7LKtjMTJ2tcrO2tST4+aenVsz8wqOTlZGfPl4uKM0BbGySLZQbScn7+mMyO1hloV5OAqJ2fNkiWKo2F9SX0TFh6hjAqyBrFxcdiybbcyzqVTx8yAPC/I+0aWqeqVFoZK77HbN0Xi0d6RRxWRuVpw8RLQM/LoIlk1YO/IJlZNdNrPK0OTAkhZRJVXcyaLqlSuiPfGv6LcplnmNGGBvq8/++oX5f6vPn0HjfIxPzy/nLl7R7g3U3tXnTJloGeUvt6rUl8vY3046NVJP2/fptrOWCsIySkZwnjqu4Vx6PdJBELfDMe4ybFYsjsJSZFVgQwg3SkGXr730Le5G9qVPYCHGwchfNsoVEhfhw71XOHtrv9DSi1tbp3LqCJy09S7AUEneXTRedPBU5NGmQ7OB3Xu4JySkqK4alNg1TyLQ+3d6CilN1GPI3HUUOVGntUnL25t2czq4OETiIuXxvw0bdzgkT47pZ+3ir6riWqJc26SQPXoIrVzsqXZtGWX0itHsnIyZcorMUmJSl85mXjpGUrguTu7iEWtXGmzZ2QTq6blK5lNCqoV8mznohD0kvmgPAe2sQ4dtdUItZohIWFOiTPx0gsj0aBebaVd6pU3P8QzL45X2i6GDuqNp58aZtbXIEubaW4ySYj1jFg/OjkhPiVZzHxmrI++z7J2zJlzFxGRkgR4SnKRLnXMlxnLDsoMXrqTiukbE/Dcz9IooacmRmPy2gScuZEp5XNzAdqE+KOSv5TxHNr9Or5/zgdP9yyB9MSH4r6duzMlqXpHrlYRrVuZDnrlLw+9B1ZEJ8PoIgrUTfUo1giuAm8vT0VKKy+e9Qi5P8bGxSvO016G151VpknOwJUCjU2U9AZ9ITc3SBazSpzVld4TNhL0GvXz/r+9swBv8vza+J2kbtRboFSxtri7u28DBhM2BoO5y/efu7szxjaYwAZjMNzd3V1KKdaWCnVJvus8b940bVOP5/yuKyQpaZvmteecc5/7lBlVVKqf14rbAWRklQC1MMjmfIag3lmZNRYcXbRsZYlr8/ChNXPPJQk3jZwjF/oW9a27MkIJxnba8TDkeuo4JlbWK22WkV2/xViyDGmGur1y4vpV4WFCyTt5XJM1Ux1zPmPg5OSErz9/S9wTy1eu1xkbknfI5x+9bvKEpxw8WrMCT3/cl5w02Xpe8sNhLAsHvRZi6zbq55WqvL4KJyFTNQcZ2ZLL8suzb6Hvi2kY+mo63p2XjU1HCktJlpuFqTBlsDt+edoHe74MwC/P1MPkblLFcOWJY+K+XZuWwpRH7hXNy6vYFMaqKuxaZ2A6OXftXNoZmCAZilyZs4Wgt1N4pFjQkhzb0Ew4cgqW5UYFBYVWXVnUlzYbctUuSUZYfzVRf17v5nOlg14afxPeqKF4fDnpmpCJWTubtuyosJ83OeuWrqfcWmcn69OuUYSoKFJ/mNy7X5H7eWCAJNU+dPg4rl2XVAbmVj+sWrOpZITcoD41+n75mKHASn90lrVLnO3dzIqqifsuJVi9c7MMtSw00I4hs/eea1ll0Dw4BD5u0hrHmulWTXM+Y9AyvjmefPSBUl+jpPqcWV+US1KbggNJ1m9iZbiv17QJCaZ6WP8V0E7ZumO3Ttrcrr60+DUFxWoNDp0vxDdLcnDn++no/JTksjx/Sz6u3CxxWfb3VgjJMo0S2vqJP5a84YcXx3mie7wL3Fyk4GJonDS66PCVy2JkDPWWyfN5KeDdd+AIrJ2Tp87pAoyK+nnJXp4kqSRLsdah9GWrI3JwtbaC0UUd25dInPdYscRZ38TKlvt5ZXrHNNX1iGfll16M0P5nK2ZW5NhJ8maCpLXt2kjnAhlZ8hjk5YXGgdbdm0iQ7LxDeESV1RGSDg7Q659dvW4zzA0l6TIypJninTu2QXBQYO3m89rIMaMzs6IKtVY2aY8cv3YVWQX5YrQZJWGsHZEkliuK2h5xe4XO19Y8n7cyc769ZVppTMHzTz+EJtoJBMQ3n79T6rmpoD5/6ukl2oXZxrbpoU1IkAEctW0wloWDXotVG/fpgt7RHYzbz3s9vRj/bM3DUzMy0fXpmxj3Xga+WpyDA+eKoNa6LDurgC7NnfHcHR5Y9Jovtn/qLyTLNEqIZukaoklQMGICg8TjVdpqr/64H1uQOOu/x4pGFcmLYJKlWHvPiMwA7eiiivp627crkc/TvF5rhGTXu/YcEI/1EyoyN7OzxULRViS0cjbax9VNLEZ2lAmubMnMavuOvTr34h7dO+nkbbr/12axabvYQgWe0M23rMTMihisN7pojQWC3mUr9Fybhw6o0feSakWuJsp9f9aOXPUkJ9qKHOntSdocF9rAJqqJ+vuQvTs4y+OKbCXodVapdBL57doWIFNCLs7z//ge90y8HT98/T7GjBoMc3Ds6hVxLaWCRGxofdgCHcOjxPaR+nrt36fA2uGg11LVxoJcwMvNKP28BUUa7DwpGVCNfCMNPZ9Lw/9+zcLyPQVIzy6ZpRYRrMQ9/dww43FyWQ7AnOfqYdpQD8SFO0GprHqhKqR1sZKJwYrjR8tJUPUNomzCxMqAfFZ/EWzNY1cqGl1EJk8XU6U+a32oP9baxxbR+8rNzROPKeCVxyOUrVgFeHqiWXAIbAFyCpZn1pbr69UbW2TNknNi45bK5/PqTKxs6JiRWxd2J1ysNAPft0830SJAbNy0Q7hYm9N3oVQ/75C+Nfr+g0mJyCsqFIsuW1CtEH4ensKR1t77emUTK1uQNpcNemlkTEauZGpnb5Ai5+T1a7pxRbaCbFJn6r5emciIRvjm87cxYdwomAu5nze+fgOh1rEFqK9XdgCvbFoAYx446LVUtVFb5fVRqNCgXs3nmV1KLsafG3Lx8DeZ6PRkKiZ9IhlQnbpcsnjzdFWgfxsXvHG3J9a+74c17/njtbu80Le1CzzdaleNGRrXUtejSK6g7du21AUnJJu1ZpMkWkDq9/N2MzCft6i4WNevZEtBb4R/gKjEE+tOl5fKkiQyIlwabXQpMQnXb5i/N7Gu0ubtetJmW6kmlprXW6avt5SDs5VXevXn8/buWXp2MlXkjlxNsrmgl5w15Qz8oaSKnTWpBUJ2Eb+VlY0du/ab7T0ePHQMV65K1c645k3E2JCaIBu/tQsLtxnVir7E2Z4rirZkYiUTF1ofPm7u4lpa1pHeXqBEERm/eTi7IC7ENqqJ+n29ZFxnr+Nx5Epp2zDbSOCVTbBWpSpiTA8HvRZABF5aE6u2odXr580r0GDz0QK8MzcLg19Ow4D/peGNP7Kx7mABcvRaBWMbqTBtqDt+e84Hu770x/eP+eCuvu4ID5IqFXWlS0SUmAlHpknrT5+0qb5eqrDTvE0iPq4p/PzKJxuoX5n6rJyUSnTSGqrIaIryxcXeWumvlTivPV31vF65P9O2gl7bqybqz+ulsTGp2Vm6rzeoH4IAf+k8cObcReRoxwFZG2TeRG7zRGhIEJo1Lf35U5KIjguaNRpvI5IzOQNPwWB1TEb0XZz/W7oa5mKpnrR5WA1dm0v389qGtFmms2xmZaeVXjJ+u6BV5JARoa1ARmidtZVpe01IyO0ArcMaCaWOrUBKDpL9krLDXsfjUEKCsAVHbUNmVtzXa3k46DUztDgUEtsQKeAa2a68e7DMxevFmLM2F1O+kMYJTf0iE3PW5eHC9ZJqrq+nAsM7ueCDyZIB1eLX/fDcHZ7o3NwFLk7Gr4bRRWBQ87gyEueONtHXqz+qqHuF83nP6TKJni5SBVtzKxnFaz9H0ZeDUTRnCtTXrNN0aIB2dNHms6cNZnrb60mc91mZxJlkzXv2HRSPPdzdhYJAn8y8PBxKumxT/bwyNE+QDJ6ILedKxhZQtVo2s6I+/+MnrXOkwaYt+lXeruWq7HIyguR11j5rtCxyAkVWEVTE6JGDdI8X/rfSbIoW/X7eETXs56V9Sg5MbKWfV0Z+vxQY3rglmXjZEySpJwI9vRAVUDNjMktjrpmwFu/ntbFqIik55B7kqs5ntgi5Usuyc1ur9HaMkFRFNAbroJ0mJGwF21qh2AGi2piXA3hL1u6DWpYEIrn5Gmw8XIA3/8jCgP/dxKCX0/DOvGxsOVqIfO0oSVpvto52wmMj3TH/pXrY8bk/Pp/mg9u7V2xAZWyGaV2cV588LsYu2Epfb+l+XsNB71Y9Ca3m1g0Ur/kMRTPGonjffEChhObaSRTNmYritZ9Bk1dStbMGaFQMjWGhE+tOAxUSa3Zw3r33oBinRHTp3BYuLi7lpIAkOSNpnbXPGi0LBYm9tC7Olc3rtVaJc1XzeXVjpGysAq8f9JIMmM5llfWvddW2Q6SlZZjFxfnsuYs4eVr6bMMahqK1Xg94dTh545qQntP+10UrF7YVaAZ3sJe3eGzoXGZsNNdPo2jh/6A+stwsah59abMttWoQsoMzjfWhkV/2Oq5Idne3yfOZHVbhDyddFmsAWuM01/b82wpUQJE9FXher2XhoNcS1UattNkLKqgL6knV3M+lau60rzLxx4Y8XEouM06oiys+fdALOz7zx/yXfPHEaE+0jnaGqhoGVMamX9NYkbW6mZMtLt76fb0UvFhjX69+Py/RvUt552Za9NLiN1iTi7vSt6Loh7Eo3r8AcPWCqs+jcHp8GZzGvAeFZwCK9y1A0U8ToT6xzuiLpNr+PMr0yjNS1506YXC+nouLs3h84OBRnRuvNbBl265q9fN2jbSNWaMVSZw361V6bcHMivbF0pXeLuWy73KfldxTZkt0jowWI2My8/OEOU9l6Bu2zP17scnf23I9A6thQ/rXODiS+3nJFMrXw/TzM40J/a06ibMJF/AadTGKd/4mEpnqM5tQtPwdFC95vVYJTfpZ6rPboMm8YZcmVjLUEiDLaCvrhbdFrmZmICkj3aacmw0lJHZWkcSzRWTJdssGDcX609borlWosZmVZbHY6pGkV/MWLsfEKc+i74hJuO3uR/H1jN+Qmye5t9orm7YdgDJCWgCripuXVHOPFaJAmzSlOLZtjBOeHO2Bf16pJ40TmuqNkZ3d4O9t+QU/jVeQexRWnDgq+nrlKqK19vWePnMeySmp4nFcbFP4+5fv5z119hCm5+zGAvVGRCRsAdx9oOr7OJweWgBV57uhcHaHslkfOE39E6qOE6DJSUfRf6+ieP7T0KRJ0tu6oCkqkCrLn/VD8epPocmW3q+x+nppO8nmSVnZOboqkjWweat+P29po6TS/by2JW2Wkecok7s2zbi2FTOrM2cv6IyUmjWJFn3I+pBpCo2QoBmRrRtIRmm2BJ3LaMZl9STOg8UxRKxeuxmpqSXb0dT9vCOG9q/x98vSZlvrgS9vZmWaSq8m/QqK5z6K4k3fA87uUPV/CorAKKhPrEXRL5OgTpLad6qDOmEvimZPRtE/z6Po53ugPrWhwtdS68kBbTXRnCZWlMDS3ExE8YGFoqpd+MMdKPp9GoqWvoXirbOgPrZS/M2anLRKE69uzs5op61ayYkVe0GecUsqgzBfqThhS9D+VN0knq1xMEk6ZtqE2VY/r4y8ZiYPDJ7Xazks5vn91YzfMH/RSvTq3hET7xiGi4lXMH/xKpw+dxFffvCyzfWGVYe352ZhZ/GTUDT8iaaOQp0bVaqa27OFC3q3dEGPOGf4eln33z80rgU2nDkl+nrfGjZayIVlIyLq6+3WpeJeZctJmzWo56LBbV2ioT6zGZrM60DmDWgyrwG3riPg3D7cpslAvos3nAc8BWWbUSLQLYvC1ROqfk9AGT8Exas+hvrCbmhm3Q1l1/uhpODYqeYuqfReihe9AvVVaf5x8YF/oD66DMqOE6HsdJf4ndXt631p6b9inh1lrev71Cv1/x3at9KNLNq77xDiY6VgzJJkZWdj/0Fpgent5Yk2raSecZmcggLs0y4SbXUBT3JNcthWpl7E7kPbENZ7hPh6THSE6GHOyc0VPb1FRUXlZuBaklJV3l7lRxVt0yYjKECxJdMXfWifIoMU6ud/uEefSl2chw/pj4WLV4jt9M+i5Zg25W6TmYfJLQi+vj41Op9q8rOhPrwUPidXIkzjIcwHbZEu2kovVRPpHEDGY0YL/o4sEz4NmsJcKCM6QDXsFSh8gqFsPQrqDd9IgeEfD0PV80HpnK40vG9rbl5C8YZvoD67VTxXhrWG5soxFC16Gco2t0HV73EonEvP4CWnc6qSklkizfGu8fvPzwYyrgAunoCbD+DqWaEKgBKzmoS9UF/cA83F3dI1T4tC5Qx1xlXAQHCvcPEA/MKgqB8PVZvRUIQ0LdfXS8kIktE+iZonZHTvrzBXSMsVgTFQuEm+B5ZkX2KCblSRrcnO9ZN4dD6jJF7rhraXiKyq0mtr/bwyZIxKxzwZpdI5rYMNGdjZExZZXZ2/mIgFi1ehd/dOeO+1p3Vfrx8ahC++m421G3dgUL/usDdystKhdipEseqmeN46NBpD2nigd0tnxFdzVm5VUJaWMtVIvwJl+3FQ+Jqm/3Fw83i8sPgfnEm+gcS0m9q+3m/F/+nLiCt8n4W5QPpVaNKToMm+CdBzml1ckCMei/8XX8sBigqBgEgow1pBEdYa8Amp1gWJLvCaxINQJx5E64N/YcPwdLiqgFCntShaWNKnKHNd7YxvFHEI7XwP2nYcX+XPp4WA6p4ZUBxaDPWmH1C8dabIlqt6PwRFk95QVDNxQ0Fz8X+vQZOXCWVMN6gGvQD10RVQ7/odxdt/gfrAQimgbntblQE1jS2iDDVVE8ld++4OpaumVJH/Yebv4vGefYdx3z3jYGl27tovggiiW5cO5YK+vYkJIjNKIyRsMctL+6H6+GrMLtwIF/UluK/dD3WACsoWQ8X81xbxzURbAKkkzpy9iNjm1lPN3qgX9FbWz2uL0mb9cRLfbd0o/hYKiCo7t5DEmYJeWeJsqqB35eoNumrbkIF9qpUIEcHcyXUoXv8VCjOuY0p2KqYACN9yHUVXOongThHRHgpvabSZtUOLd3dnZ+QWFmL/5Uu6Skldr4/FKz8USU86l1J1V9lurO5cTQGqatBzUER2RPHy91C8+QdoLu6BasRrUHgHlfyc3Eyot81C8f6FgKYYiuDGUiI0ogPUV4+L87n64L/QXD4Ip9HviApy2X5e6e+r/HyuIYlq2iURSIsq7JWj0KRcoP8oeZFCCYWrl1AmURCscPMG3LxFQE4Bpe5lKmcoIzpCEdURCtoXgpuK66sm/bJYL9C9Ji0JSLssquCa62fE99PfoawfL11/mvcTn5FkZrVOqAlItVeTIoUm4xrU57ZBQ7eEfdAUF0Lh4il+vrLDeCi8LGfsJSdX5bmqtpzEo/NZZUk8W4KMLGmtSbS1Mefm0n29EcKRniTOpgx6NXm3xNpaUa8BFHReqM3PUKuB3DTA3bfCpJ8tYpGgd+3G7eICPf62oaW+PmpoP/wwax5Wrd9ql0Gve+5h5Nw6B/gDHlBhySvRRskmagrzoDm7VZInnd8lLsKE+tB/UPZ7HMrWo42etaSqVcN6vqL/hbKjQ7R9vbRwl/t6XZyU0Fw/BaQliospXUhBF1Y50K0JiQfExZdQeAVBEdZSBMCKhi2hCG4iLvziYq0NcjWJB6QKrhbPvGRczlPieq4SowcOhyo0EvAOgaJeKBTeIdB4B+G2D99FqjIbfzSuvmEMLZZUdLFu2gvF67+B+vgqkeWn96TqMRWKxj0qzsKr1VDvnIPiLTPFc1XPaVB2mST9zG73Qdl2DNQ75kC9fwGK138J9d55ovKgiBtc6iREo5RAn+/NBGhSL+FT19NIUZ9Fw7XnUXS5lVQJoMy9iwd6uuRjTEQ+coqAgtNboUk+D9BiztXLYplt/VFFPQz182pn21H/m6308tBFR31yPTTHV0OdeEB8LVydj1UKf7TMv4WiZW9Dde0klH0fR0tt0Cv39VpL0EuJCHnbUHBe1vGcTGxkOaCtVuCJrlo3WvIoIHfQ2ErGLvXr0w1BgQGiVeLAoWM4eeosmjcz3vYSla+rJ7Bl1XLd14ZXQ9qsSb0oWiNIZkvnwlNhPTEr7SR6u9xCk8IsKYl2VArWFf7hUgBcP04ET5riAqAwHygqAIq190UF4ryicHKVgin3elC41xP3usdUZXTxMNl5w8XJCe0aRYjZltTXW1HQS720KMwDKPBSuVS4QKNqbPGK90XgqwhpBicKZPWCUX2UTXtDEdocxUvfhPrSPmh+vheq4a9AEdVFJCHVW2dBk38LCk9/qHpOh6LlMN3vVdaPg+L+2She9aEklZ79AFQDnoai1UjxWcnOzYakzWL7Xz4CTdIRKcC9clz8nlIBbmAUFEEx0jbLy4QmNwPIzwKyUkSbTYkwWSH+TmVkRxHEi2tlmaoz3LzE3wm6GXovpzdLf2/SEaFCUqz/EsqWw9G1+RDxGjJKO3XjeqXHDG0fCto157aLbaBJKZFEK3xCoGzYEppzO1C863eo98yDgpKBVF33N29Fj3pgDxgwsRL7V5F8fBQCtJ1VzoDKCVBKN2uqClMCkpJ4JD2vKolnK8i945T4bhpcusXGliDPFQp6KSHxVJ+aufFXK+l59biUbCOvGdpnhTLRG/BrCAUpN/zCoPANk57XayDOm2KdTAWizGvS44zr0NwiFeR1kZBynvInEGg/VWmLBL0nTp8XVc24ZqUXSq4uLmgSE2FVvYbG5MLRdcjNpSxvI7QODq3TyYgCJgrsKNDVnNoADVVEaQf3C4MybjDg4g71lpkoXvURNKc3QjXkJSHfqvbPv5UsAkhxcARGl79YigtDJJKOHBRD6se0aiuqiKf27UTnoAwk//IIQnIv6t6XPgrKRofGQkE/27ch4BUIhYs74EyBmbu0kCJZsfiaG6WoRcZZk3QYmsuHxWKAAgrQTWTnpdfqB9KUxVc2agtFoza4rAhB36/+D3nFCsQ2a4x7xr1X7j2dvHYVqdnZpRbBNYHMrZxGvg51xzuh3voT1Oe2o2jhi2JhKQLVyE6ltjcFRWJBdW67WECqRr4JZVTpgE98nZIW7ceheNsssWgtWvYOFLv+gDKivZTJT72klayVLHU65OXhuiYTzmkZUJ8q3RdMncz/a5eH4mKqFJxC/k93iSy92L60HbyCRBCsu6fP1skZoMUvXeCp0qxyEff0GdNJEVmpUv9x9k1osug+Vfu1FCA3E4rwtlC2Hy8tvAzs85u3lphY9eph3H5eUS3LThUJF7GP0UnfgGS9yoznrRsiqSCUB5RgEX+HQloAyc/pPicd6pPrxAJPo5aq15QAUcYNQnF4Fzz8xVdoqsnAWvcUuO2bD82Ns+gQ2wGz9Pp67xw7EtbAwcPHkZkpLbjJrK6ej+SmK7M/MUEEvq4UnFhQciYWpbTPefhDQQvRGuLv6Ym40Po4fu2q2NcqW8BTxXXcHcPx3Yw54vlfC5bg9Zefrtv7z0qRDJAoIEjYg+KCPDzrcQn9uzthc7In+neKq/h7C3Oh3vYr1Hvmiv1N2bAFVIOex5yt+/G7shCFrTpi7B3jpQCKqmokdb1yHMU3LwEHFqKuUIVR2eFOKDvfVePjqsK/qbgIoMTozQRMc0pEb/UhtNh+BkXXFkFDaiAKcOkmq4K0x1nJm1JBQecsJZ23KDihx04i2UrHqKrrfVB2f0BUPiv923xCoJrwNRQ75ojzb9E/L4gqJG0vUSWmn9P5HoOtJ6IFhs7pER2F03/Ryg+gpIrx4BexR+fcHCnOnyIgpG1DwTVVc/X+HroGKClxWj8eioYtRIBaWauLWOjm3ZJunv5ScqKW0PZUxA+GMn6wOE8VH/gXmmMrUbxnHtz3zMNsV1f8lheI87v/Q7OYSCk4JwMwqjLRYwrEc29Bc+OMUDFJP1QpglxF4+5QxvQAKIBXKIRxmPrQIqj3/AX14SVCnk+JZPp8lQ3iYWooWZS24UfMzN0NN0UxOi07jULaDkX55fcvgx+WSjr3iCCYgmK9x9rAGJSwpQCZ1jdNeolrgsKjvLdIXZHXLynZWaI6astBoow85ofk2rZoZFnWp4DWzPoKCaFspDVTVopIXhGkHoFfoyqrrKKd5fgqqA8uFsea+F5Pf5G4E+sWKohcOylu1UUkO+vVh9InpLSqxA6wSNCbkpomFlCyk6w+QQF+OHL8NAoLi+DsXPHbu34jVWdMJKOhRaeTOwqLilFQaF1W+rT43rJ9N3y6R4FO/4Nbta7de6RensNLgBOrxQ4tcKsHtBoDxA2Cpn48iuXAIrIbsPJdUf1Vz7ob6PskQAFxRcE2BQiX9gGHFgPntgC0mCTooPMLB+ggJElUEN03ETKTpYf3I/30dhSsu4wPm50BAjLEtzhd2A5Ngwig+QAgMAag4LZefXGvISlWqTCtGoS1k24UE9H7Sj4LJB0GREb8iLQAiugEkPw5rA00Ic2g0UqBV/8+XwS8RNcu7Q1+7pvPntHNVPVyca39/hPQGBj9AXDlKLDtJ7GQKfrrKaBha6D7VKBRG4Cq3/+9AlBWrX4cNCPeQhGdXCr6nR6BwMAXgbbjgW0zoTm7BcVUoSUoWKWsv18j6eYfjnSFN4b89iecNWpsu/Nx+NO8ZuoDK8wRn9OKr7/HmRPH4eeixuTWLdConjM0WclShu+mEd04qefM2Q2as9vEoh7+kUDbO6R9kAJQki1l3sIhrYET9Uw2axpT6rMn0xe6QBCdwiNL/o/2VbEooex7gfT30bFBC1v9W+ZVaYGsD8k7KdtJlQSR9dQ+9vATMj9QcEtBQdol7X2ilOmvCbQ9mw8EYgdCExgNOpJo+RkdEIjTqcDydvfg9kuLRBVpsOIUmtcrwskMJxw6ctw6zl3qYuxfsxiBrmqk5CtEBb7s+5KPmfZhEVBCYZ73TduBKkU3TgM3zkr3yeekr9P5n1QLPvWlc43uPlS6p0ROBQsmGulDQe/Wc2dwb4fyMm5R4SGlSfI5PNSsABmN85CRr8C5dfOQe1cfqLwDAHc/bZKuimQm7bt0/jq3Tbpd11uMeAfjrCIS5zOT0CagCN0bFcBp1jgUhLcDmvUHmvSSKqz0M85sBjZ+LfwISIKGXg9DHTcEaqUS2y/MFz+uY6MIFGqUQP1W0q3LZOlcSedO+hwp8KPzpJObLplV8txZ+lzzMkTyiqqKoKpibrr0PDdDVO2Kt/4kAiJxfosfKl0vqktOGnBhF5B6seS4y0jSXXt6FRSgiSYDygwFii+lUZpJep/0OVOQTccsPaZFGi3OaDtRlZru1YXS87xs6TGdfwa9gOIGLSByftUJZohO90rn7+VvSQlGOqZ7TEOxT6g4ris8bxNxQ4Hg5sDS10XVN+fSITRJd0MfTQ76HvwRhWtPlT4/0fmItjX9vgbx0NRrAE3Z/anS40wFuPpKtypfWwP8IoF+TwM9pgMn1gCHFqHDrYNook6E967jKDpeiYSSrvdN+wLR3YGoTlDTvkqHFP1TpF1jqNyAdhOAVrcDJ1YBe+ZCfWqjuNH1XFw3QmOlc7cxK5d0HGydCVw+SC6cqI8cKFSuUClV0NA1yilQ2rfkGwWvpKQT+1fpexEci1uxdF+QJ92L12v/T173JOxD8fqvAQr8WwwDIjvV7LipBG+FBv39nHDh5k1sP3sKkX4BsHXkXmtqCbDI9ZG2Ka3bqF2AEhpa5Zy4ycUaUXzRuuTTekRO/NCNklD52eiUlYpH1ScQkJWPm79Og09RNkDFAXqNIejcRutnUjPK6++AKOnr9F4OL5aORwqaiYgOQKvR0MT0gEY/AUz/T/376ZeFKlCslehG752KYd4h0nWS1i3ewdDQMUrJKPrTxfdbwZqkQhTWH/Tm5efDxdlwllWez0mvqSzoXbpqA37+/Z9SX4uKisCLzz6OzKwcqxubQ0HvT1+9joDlD+Oo2g9t85si7UoTaDz8q/5mdTGcEnfD5fgyOF+mflkNNEoXFEV0R0GT/igK6yAtUIgMqVopUPgCgz+A65GFcN07G4rlb6Pw2Frk9nii9O/Nz4LL6TVwPb4UykzJhVjtHYrC6N5QZKdAlXoeqpSL0uLy2Crdt0108kF3dSK8rhShKDcAoU4FWHNThZ03nJET0hxvPvuTtBDVh47NXCPMt3VtCETTrbREXkcWbX9pH9iwuaQvsVXLFriZXv73bzp9Sty3a9DI4P/XGI9IYOA7UF05DLe9v8KJJK7zHkVRSDxUyWegUBcgP24U8rpMA9TOQHV+p1MQ0PslKFuchzI3HcW+YdB4Bpb7jD00Gig9fJGam4P117LRL6YZIE2UEmREn8UfS6SgubhHUzw5fpr0HySFIsledgqUOalQ5NyEoihPLCIV2gWkoli+10q9FEqoPfzF/qRx94PaM0C6lwMAjQZOSQfgcmwxnC/tAtZ8DM2m71DQbAgK4kZi7f5zIuNJdGjfBukZ2VDkpEr73M3zSEk4jJl5O+ClKEKHJSdQRAsH+v3qahzfChXUXsFQBzaH2ru+OPGrMpKgzLgMRcZegKSgVf8QcSwUhzSCul6YLmEjFtjipoGCAhCRDVVTihSFjTqgODS+ZLvobduWIQ1xPjUFGy5dRZ/+b8Jtz89wOzQfM3pm4aND7thy5CRS026ZX5JG+0zmFbGtnJL2w+nKIQxIOo8eg/NxM0+B+i47kb1Gg+LAxigObAKNVzA2a2cOtwkNM84xY4iifDif3QCnq4ehSj0HVXqirn1DhraPOqghFLk3obx1HYr0qwZ/FO0DeR0nozC6Z7ljJi6wvs5Zs+zforp6BO5bv4YqXVp4UWfn062LUFBIc6VzkPvz/XB3l5QwdF6moFEj5I9StVEjVxpFtcdZvEdldslYG/o8CyO6ojC8M9QBMXjvxTewfKMPIr2K8cW0PgjwTIHqwm6Abqs+QmFYeyjompC0T+yf+bEjkNfxfim4yMxBmlZySsT6hxreNn4tpFt1qMRfSJGXAdf9f4hrB1a+j+Jd85DXZap0TaqIogJxLnA+sxbOiXtKbU+Nwgnqeg2h9pWOtyzPYDy4fDWuww2/Dn0IjUPD6x4c1GZf9YwGxnwPZc5N8f7ESrC6P4fO2yM+h/vOH1F4cCHeVd8S1Sq3pGQUegahKLwbihq0QVH9VtDQ4lMf/eu5tRDRHwjvhx07/8OBLX/AU+mBhzsMh8bFExpXb+29V6nnum1GucOKFvgyjfoCDXvBKWEH3A79DdWl/QDdaP9w8UJxQDSK/aPFvdo/CsV+EVJAWgNUN07Cbe8c7TEEFAXHYaY6Ch+eTcFtcW3x/tDbYHS01wll1g2x77ucXg3lqfXAqfVQu/ujsOlAFDQbJPb7KinMg/LWVSgzkqDKuAJlZpI4f9NzunZ/kZ2FW+p8uC4/gPxTHVEc1BxFwc1RHNwcGs9qBsGyg3ddrkX5WVBlXkWxbyNpPVBDFNmpUN04gUZnVmKYpgjd1ClIP3cYGg8/aKjYU3Z9aSxoO6WeF9dBp6t0OwpFYd2PRfoE7lemC48SdUIGitw8ofH0hzqwITQeAVDT3+URIBIkYg2UehbKpCOiuFNqXeMRoLuGaFx9UNDidhQ0Hyadm4hbBqbgOAUDgXST5s1XiFg6W+F5pwL8fEsr0Kwy6HVzdUUaZYwNUFBQoHtNZYwY3Bed27cqX+mlIouXBzzdjeP0aEwKlJk4D2+0U6Qj8ujvUBz7U6pMNu0HkBSBstb6kFz38H/AkaVSNp8IigJajwFiB8HJzVscRFXSezIQ3xtY+R5Uibvg9u8jwIBnperHoX+Bk+tKKiVNegKtb4MqoiOc9asi9P+UjddVWM6g3o0zKFQosQINMbTbFDRsMRBPdBgmEg7ulxLwqae7wWq+OSksLMS27ZJ8lgKJgf27w9/Xq1xCYk+StKDt26x5uf+vE77dgNiuQMIekVFWXT8hnfwH/g8esYNQq+mZvqX3e0N0DI/AmlMncPrmdYxtX9r5dciAXvj8yxni8cZN2/Dmq8/o/S+dQIxsfubXC2jRS6q8HlwIHFkGp2P/wuP4IoSneuC2yHyEexZjfLOL8P9zolRZ0pKfk4MI5AAuXnChc4LKS6r0yEGFqE45SxlLoSQIA8i8jZQF3iFQGZK70sWcKkwi65movV2Wjjf6GVT19Y/QVoIbQuXkCmPtxT0aN8Hi44dw+FoS/P3rAYOfBiJawvn7h/Fy2xwsuHAdObfS0CjcDHJhqtgl7JP2zUt7RQ+PTLGrN1YnAB5KJ8T6qdGw4AKUh6WKO6F29cI9V7PQRuON0fU6w99DWZLlNsp7y5Aqqwf+kd4nQQtn6i2irDe5yWpVJyoy7tHftpRhp6y2/i09EapL++C88QPgxCKg9yNAo7a6b+sX2xxYBly5lYE8RREa1POVfu/m74Gj2v7a2IFAu7GiUnrk34VYuehf+Lpo0M09GENbt5X2KXrfckKIzpmFWaWqPAJaoDfuAcR0E9UvlVcg5KsVnTs3b5FM9i7lOKPZfW/Dxc8XSDknFsd0rlYlaZM1JPsc8Cw8QpqVOo/svCLJZ/09PNAhOtLECRQvYNgLQNeJwOYfoDq7GS6rXpUqV70ekVQo8nYhZ/pjK6W/Q+5TpWOVPleq4tExR8efXlBLf5d6fyJSrl/F8axb6ETHjMWg60JQ7b93xP8wL0OJm8fWwiusFaZPeBoq34ZwttGey7ZdhmLqtv1ikXx329vLTQqoM/5DgDaDpSrs+R3SMZB8Fk7XjwJ0k6F1CynRAiKBAO15m/Yl+ppWUaSD5J/bZ0kKC6J+LNBtClRRXbD0289EgNclOsa4a4Byf1c9ILwJ0Hc6kLgfOLYcqjOb4XxkPjyOzAcatJTel6gSkjpLWy0U1UPtPZ1jDEH9mw3icDPfCVvPnkCH4mw0Kvt5UWKFjjfq46ZkrZDDZ5TI4ukcRqoOekxS+lajpDVnTQzGbiUD+/+WVINUZaRtRNuFztnyuZvO43ISmaBzJq0vrxyTzhV0o6kWGg0mUjWUfDGOJ8Ll1K/S6+k8QWtmCuKpiOOp/5ju/QAv7XO6NukfZ8IHQGueSol9Ur/QY1LgUIGCbvq99PSzGncFGlCiUKFVzZUYr0rfr70RdE2iv03cPKXton2+aNcu/HX6Avo164Z37rivQvWRDtoOtN8mn5Hub5yBihQxpBpsPRpo0htOTq61W0vaATVSjFoq6A0M8MPFS5dRUFBYLihKTk2Dbz3vSqu8REhwgLjpk52bj/OXU+DspIJLFd9vCW76NMI7AaMwONgbHzX3h/rkWuHuKE7qG76EMqIdlM37C4kBmVCpT2+WnCGpDyRuoBiBQD2qtVrE1G8KzaSfoN4xG8XbfwWWva77L6H/bzVRMryqF2r4++nzDIuXbnrB4itff4r9SYnwdInE9KD6oq+XxgPRvOWjx06gS6cqskomZsfOvcjIkE5enTq0RsMyc0YJGu+TnCVV1/o2bWaafadJN2gadxVyZ4VPqOi9NiVkkkJB777Ll8r9PfQ50LxVmr964tRZXL6chOgoM7hVBkUAA5+Gpvd0yVhn33zUT9yB51tRxQwIVyZDoQqW+p+DY0RPy+sbdmFhYiqe7TMcLQdWUNWvDS4kcQ4GIs27f3aNlnp6Tt64hrziIjFiAi2HYJ5qCHplLMHYqHw4LXwWqgGTJBdTrwAoqJrvWbt+VX3E/E2tyZswe6PklRbqUVREdRJ919SHuOX4dfzfhw+L/xvQtzvmP/ImNNdOCWM6umUlHEJrdTLaKJIRvftrYO/3UFK/YXg7KCLaQUFO67Xo8dRkXBVmNtTXRwZ9oje/3R3C3IbMewx5C5TDxR/w9i91rhI/+8YZFG/8VrilY/6TUEZ3harPo1AERSMqMBANfOrhSmYGDlxOQHjSDhRv/Eb03tOxSo6+yqiSfvNu9zfBlC9WCZXCbwlpOP3e6/DyrKTXktQMWpUCJWsqcmGngDcrS8qy05ii+iHaIKtBc3HT9HlY6s3Ky4SCnHgNLJi2XZR64HtEN4GruZKOwVHA2A/FfkWyTepNxu9ToCSDJ59QcbyLnlptH7CizRjhXi7Mlaq4nnWLisaJ61exN/EipnXvBVtm3i1XHFC2wrttx8Al2LbNYaKDgnRmluSufRslfkzyizpKNy3kH0HnrpLbGWhSE4C0BKDMqG0yqVQEhEMREClaeIRcmr4eFCN5bTTpJfa/7IJ8sY8RnaOizLd+bNxF3ITx4Yk1UB9ZDs3VowDdDPVZUgDlW19y6CZnXmFQJLU2KfwbSe7dCgU8kq/j5U/eE4qE85Ofhm/6Ral3/OpxaK6dgObsJoBuFfUnu3uL3yPMjHbNAXb/AWVsf+GuTUZtFUHO4sW7/4Dm2Goh9yYTJUXjbpL/SPIFqYXh5JqSX0UeGyTbJRM2ur7Q+VH+P2c3cT256BKEd9KOINhJg0+69gNybko+HdT7Sj4iFChXgTjfUluISETmlfo9Bl/v5g1Fsz7C7V4Z3l4kVIyVPAzJ9cHZM/PgdDUFLtq575Xi7Ad4dwJiSjxf7MWgzBjkF5ZWflWFRSLD2KbR2L3vMI6fOoc2LUtcA/MLCnDmXEKpr9kTE9p1FLfcwgKonF2g6j5ZuOeS8Y24XdwjbqWcDdvcBmWr4cIoqa7QolnVY4owkaBZhJSxUtIMPnKqrMLUw+DPUyjQISJKBL3k4jq9ey8xukiaiSvNxrV00LtspWR2RdCMTUPQvGGiVYOGCPA0XYaXPi8aFWEOyCRFNhsqKi4uNUOV3sfwIf0w85e54vmyFevx+COTzfK+xO938YCq3R3IiOiLR77qgkhvJ6Qp/TDvs5ViP5dP5jSb898/16JQoULvxpafJ2wMqGfc29UVt/Lzse/SRfRtKp3rQlp0wQPvbMRb7bMxxO8kild/XOY7FVB41BMZbAVlr8l0jGRQIiimzLa/dI6gm3ZuJy0KNJe0AS7dUi/o/ThlaWdXClL1JIIbZyzRPe7dqxsU9eqLG5pJIzBmrF6OWTcWY2J9D7wRHwZ14n5pxjTddv0mFk7KBrFSEBwYrTVJC9Sa1pXPSZNRXfHuP6E+sU5K9Ll5Q0UzqtuPhaKsAqaWkKGY0/gvxDlWBL/nd0B9YZc0OqrHg+gcGY2Dhzaj0arXUIQ0kWxUdZsMZZd7ywXbIcFB6N+nO9as3yJmLP+3dA3uunNMxb+bglOt9LkyFi9dU6lrsziHUBWoEmTZeZ8m5j9mlJSUvXcmNCfXonjT98KQSED7Q0x3KdBt3L3UvlYVNB5n1s5t2H6hxPXXFknPycHBpMu6hIStQ/ti54goLDx8QMzrNVnQW/b30jkwKgDQS0KJIIYMe1IvigBYmmRwEUhNkNZU2nWVwj9CWgM161cqYUQzYNUaDdycnBEfapoxj5X+TXS+a3u7uGlSLkoeGxR4iVnMUoWwJmu0xoHBCPD0FOacO1NvYVhcH925Wxj/pZwXI6mEWko4stOoK8mlXd+RXYzmopGM+xeKsXt0I7M8Zfs7tetGKYRQXz4sRizK86rJCFPVcYKYey0br5HJGq13pcTpaRHkUmVVTSor0Y3XEMoGLaBoGA8F3Qc1Fj9/2YY1WK5IQ8/IJnDq95hh4zsKfrVmmrrHOVpjTUr20j1Vr0kRRoaHLu6lzVKdtc99GwiTUOqjre7IyZrSUTuqiBLfdE7w9ah5jZYD3tpjkaC3f++umDNvMf7+d0WpAPe/FetFL689jivSR382H1UZVEHRUPaYKnpmRfU384ao+Cqiu5hkPhZVZJQTKeitOySj/XG75EZH9OhWkpGloPe5p6bDUlA2bPnKdVWO/th0Vgp6+zZpBnuBRn0oRQa7ACeuX0PLBtpeDy0jhg3QBb1LV6w1a9Ars2DRCuxKdha320b1hrKMfIrGlBQUFwtjMXsZ5E69fPS3UKKFRhfIQW+rFrHILFTimV1euBDQAq/deWdJNlt2x6YgNuUCNNRbX1VWm3rq9MeCUdBBDrAUlIS3haJhKyhoMVUB6zZIi5eK5vNuPn8WKQo31Gs9FKp+g8g+R/w+EWRf2g/Npf1irijoVvb90eJCLwimRYkYtSMn+jrdBWWrEUZzAy6LCPQn/QzNiTUo3jwD6iPLxOMn3MLhpN4BjzQVlK0HSvNaSS5ZARPGjxJBLzFv/n+VBr3V4fyFBMybv1j3fNjgfjX+GVczM3T9vJZKFNFiUUHOtE17i8oVSQmVNN+VkjO1oKt2HBbNHqeZ8I38avdzLM2W82fENcnfwxMt65s/sDIFXaKiRdBL83otiQgIAyOhKDNaRbj3ZyVLlWB1sZTgM7Cm2qRNFHW0grF4CgN/R41/hkIh1F4rjh8Vc6GHxbUs+T/6+4ObSKMeq/o57j5QdblXnJM1pzdBvfcvaXxV0lEx75uUHMIRXnueVwRESeOm4gaWC9Ip0SUSdnpJOxGwklTXw7fC8wOpCIi2YYbn84rA2ye4RtNJLEmz4BD4uLkjMy8XexMTMKBZ9UdkMjYa9MZEheP2kQPxz3+r8b+3PkPXjm2QcCkJ8xevQttWsRjY176D3gozNzTgnqQeNoSctbp4M1VIhDu0awVXVxfRm7ZrzwHRoy2bk5kbcgW+nCTN6m3eNAYx0eUXsDRyZdt5KYjo09h+gl5vVzcxeoWk23suXSgX9JJ00tfXB+npmdi99xCu30gW1StzQbJQOegmJowbVe41m86d1s0dtPRCxNjHDAW9cqKIaNlCCn7VGgUWHEjFm+3uMPi9IksvMtck7UqTAmOR3dYbG0XPc9Kl0SAU4NLoLnpczZ5bOhcfPyk5M9cPDUaLuNLHBUkB5fm8vWJKFk60aFGQBC5WSi6JSnPiIWjIjVeMY0iWAnfKumdeg5p6qeXvpbnWtFiiZJ8JEn0GA7P4wVA06yvNId3+Cxqnn8BhOONdTTxm3f4xPF0rl1JTUOrj7YXMW1linnHi5StoFFb7YOaNdz4XUwuI8XeMQER46WO2OsiL9zBfP0QHmO94NgQtcmmGeV2hv4VuFPRScGWrQa+8bSgZIY8qsXWoCk8cvZqEW/l54rpjdesq72ARoFXGxjP2l/jurA16yZyvrtA5WdG8n0heqa+egHrv39CcXCe1ylEiMayVNL4ruluNKqQiYA2KrnR2srw+s5fENx37NIli7ekTIvHNQa95sVjj65MP3Sf6lRavWI8duw+IEUZjRw/G1Enj7OaC4AhE+Acg0NNLzITbeykBQ+NaoEO71ti2Yw9yc/Ow/+BRi0mcl62ouspLgUdOYYGQNckXcHuhY6NIEfTuTriIB7r0KPV/zs7OGDygD/5a8J/Ihq9YtQH33zvebO9t4+YdOHNWuhhHRjTCwP49y7/mjLRI7BVjH9Jm/cUIsedSgm5WH41riggPQ8Kly0i6cg2pqWkICCgv6xUBoVwlNRGr1kh9b8Tggb3LSal2XDgv3CdJpl3ZfF56jxQEG0JUYMigg4J36nWlyoMFepTEvFWS4bUcDtczWzF53krcKKLqQiJ66gX0hiDH5jGjBmPOH/+Iv2f+wmV45okHa/U+duzah/+WSdJmNzdXvPq/J+scWNmTBI76ev8+sE8EvePamqdFxNjI57M+dtKqQZAUWG7X2JtQ0q5hS6Tn5uhG4thb0CtXSuV56sZAWT8WypGvQ9P3UajPbJbm0DcsqSQbk0NJibiZky0UUvoJVluHFAUU9MozuxnzYbHoUqVSYuLYEZg36zNsXPobFv/5HZ6Yfi88tKMfGNtA9PVqM3BUUSwrcd62ozpjYczRz9uv0gxvl8gouFUwRsuWT6yEfkVRnxHDSgKSpctLEgTmYMasP3SPp06eUC7RlZaTjUNXpF4fe+nnlWkfHiGOG5I3yVJUopVeq8eRY9UfJG9sVq0tMTgZMlDqA9Nns1yBj4op1SteE0RvKvWRBUVDEWL5AI166lxaDkXTcElpQ5LA6jBh3Gjd47l/L5aC+RpCiY9X3ijp4X5k2qRaVYzpd2/Sns/s7ZiRE5LUO2qLkCz7bIo0YqS3HQVWFIx0DI+y6W2z5dwZ0c/r5+Eh5sDaC23DwoVCigJeCh6NDSU1qQfZVAEvsfbUSV0bna+7h90lJKhQRNVsxnxwSZWpM3RCkitXhvp6LcGFi5dw/IS0OCen4jatSzu5lpc12V6GurpmVudSknEzu/zcNTLikeeLbtq6U8g0zcHFhESsXrtZPPZwd8c9E28v95ot58+KRTyZccSHSjNU7QW6eDcPDikXXLWML9kHDx85YZH3lpWdLaS6csWxV48Ss5iy1cRedhZY6S9GSHZWHbp0aisq9AQpF/Yf0JunWE0WLl6BfdrvCwoMwFOPT0VtoKCK3KftMejtGin19R6/dlWYv9ga8jET6R8gbvaYkKjuMWNtyGsAam+iIN5eoCR+m4aNbHrbrD8jXQf7NbGvvlfyXKFEb1ZBvjinMebDfo5wxmLIlV5yCqasFY0tor5eYtduqa/XklXeYYP7GpTM0+JJNknobQGnU1NDDo5ydtRQtdfDwx19e3cTj6mXcM06KRA1NT/9Mk9XEbtz3Egh7a3IgbZ3jP30v+lDJiNlFyNkZiVz+Khlgt4Nm3aIUXJE7x5dxD5StgJ/+EqSXQZWROdIabtQSwBVYKuC9k39fnQytKoJeXn5ePPdL3TP//f8o6JPuC6BVWxIKEK8yx9TtgyZv8jnsp0JtldRlNUR9nzMUJ8/tT3YGvL0BnuSNpdL4hmhr9fcZOTm6gop/ZvZV1GCRhXGaZP5skKSMQ/2t5pkzE67RuHaWXfkFHxVVIior5egcR4HDh2zrLS5gn5ectNUa900W9WvuWmMtUPbpKQKX4HEeah5Jc7Z2Tn4be5C3fMHJ99VZW+iPSIbwOlvl1Yt9YNey8ibV63RkzYP6lNpBT4uxL4q8Prbhfr8TidLctSqmDBupO7xgkXLhYlfdflh5m/CAEs225t0t2EDs5r0jPa2I0M+/eSCXFG0tFNwTaHjpaSf1/62TYfwCFEhpes/GVrZEmTAeT41RTzuY49BrzYhsSvhfK1aLywJGVlSEYVk53LF2j5VRYbXZoxp4KCXMY5TcEiorkeB6N61g8UkzsnJqaLCTFDVRP+9GJI12ZObZlnkfquKgl7q2VRp+zKp0luTBXttmL9wKTIyMsXjnt07IS62vDlFUno6zmgDDnsNeuXFCP2dqdlZOqdkkreKr5+9gGvXk836nqiyuVqvn3fQgF4VVuDJXMwejxk/D09RVaxJX29UZLiQORNpaRlYXU3FRErKTXz21Uzd87deew5OtTSbocUhJfHs+ZjpKvf12ti8XkoE38i6JR73amw/Zjwyni6uYsa9LSYk5DVATGAQwm3UFbw6gVVyVpYI8G2J9dp+3r52Jjsvm2Ct7nWGMQ72tycxVlG5Km1mZd6gd+WaTTppIi3cKxqZtFG7gLdHWVPZvt59FRgm+Pv7ivFFRFZ2DjZt2Wmy90KZ5h9n/al7/uADFVR5tVJAWoREBpjOpdjS0nPKYOsfM1SZ768d10aflb77uDk4cPAobiSn6kYoNWwgJbL02XzWvgMronNEzSuKE8eXGFr9/ufCalVVPvjkW10ffZ9eXQ06mFcXMqohOSAtDrtH29bYu+rSNUraLtSSklto/paZ2iJXeckkKcCzdtJ1a6ekCm9bC3h7ljYTwd4+iNJeQ20pIUHnz3VnpKC3v53OsZUTEhdSU8S4T8Y8cNDLGLWvV57fSX29Li6SG/L2nfuQkWm+g3rZSr1RRUMMS5svpd0UBk/2voDXN0ygioMhRgwdYPCzMzZU8Zfnv4Y1DBW91o4obSZom9CsPmKPnrxp1IiBusfyCBtzJosqc22+kpGO08mS27Q9jY+oKFFEfb3VZfTIwTofA3K/Hn/3w7hytcSZuyynTp/DL7/N1+0Lb7/+XJ0crOVjpn1YuOgXs0dI4kij5ahvdH+i5MVgC2w6qzVKskPfCBl96bmtyGgpCSwfN/Yobbblvl4y5SPHc6KfDY7Bqg6UjKBxnzW91jB1g4NexijIC3gawUL9cOQK3K9Pd51Zy7+LV5jlk6aeUZoBS1DQ3b9f6fm0ZWVN0QGBYtawvUILYFl6rh9c6TNsSEnwuXzlBhSbyIxk5s8lVd4p908wKOWkBdNmBwh6KzKz6te7O7w8PXRJgps30y00qqh3uf/ffE6bsPD101UP7HkBTwuvlKzqOZqTGdv0KXfrnq9ZvwVd+4zBXwuWGAwCXn/nM91xdveE20o5d9cGe3bUlnFxchLjvmypakUB+rbz5+y2n7fsMXP9ViYSbERGS+oIWquQOqJntP0m8UrctW3jmCHWnpKMHMnsqb5PPdgjwnNFl2C1nYSErcNBL2MUmgQFw8dNcnqVs/C0mJP5Y94is3zS6zdtF0G27D5bkROqbkyBHWd4KzNN0odmgrZpJY10Sk5Jxe69B43+Hi4nXdWZi1FFbNJdYw2+jnpcr2rHrthzNVE/6KXjpUgbAJEJ3KABUsBJQZG+IZspSbpyTTcmKTgoAG3btKikn7eJxefqmhLq7yOjLmJ3DZw133jlGXz07ku6MWDUuz79sf/DPQ88iRvJklkOsXnrLqxcvVE3suvlFx+v0/vNKyzUyUrt/Xxma329+xIThMrGRaXSBR/2CLmFy4kwW5nXK0ubOzSKQD330i719ljpPXH9mgjybYH1p7XS5qb2KW0uu212V7A2Y4wPB72McXYkpVJcPPSDq8EDeiEwQDKH2LPvEE6eOmvyT1u/D3L40H4GX0P9vnLfqL0vEqsT9BIjhpXIwJetMH6g9fPsv3SVrTvGDENAgJ/B123USgEpw0v9SPbuek5VhpzCAhy9Jjn4EqOGl0icly5fa5b3Is9NJijoLmtS5UgVeCE9r4UkkD6zaVPuxtZ1C9G5Y5tS56Suvcdg8ZJV4tzzypsf6/7v8UcmCwOzukBKgbyiQrg7O+uOdXsPeqkyYsijwNqQk6u0P3lU4C1hL9iau7Yc9Nr7GoCM+eSgviK1lzVBSbyt56W1Yn87lTbLyNeZA4mXUFBUZOm34xBw0MsYdXSBfl8vGUjdOXak2aq9RUVFWLlmo27hOrSCntEjV68gNTsbSoUCvexY1lT2xEpVVJqzagj93uelK9YZtS+LKu+zf1+ge06BQUU4Qj+vvutpi/oNysmbBvTvISq+xIbN23VmR6ZErjwSgw1Im8ls43JGut1LaMtl4GshO4uJjsDyRXPw9mvP6fp8U2+m4b4Hn8GAYRN1FfXQkCA88chko/WMdo2MgWst3Z9thY4RUeK8nZmfh2N6iSJrxRF6RmW62FDvaFZ+vq6txF5NrPSTcXL7mX4rjbVCSZPcQimJZ8/qCKJtWCM4KZUiaWlr475sFQ56GRNUFBN0QZO+xHne/P9QWFhosk+cDLPS0zN1RlohwUGVLhLbhoXDV+uga880DgzSZXrlkVJlad4sRizWiYsJiTh2QlqsGYOFi1eIRT9BFbA2reIMvo4qN3KG1xGCXqKTPFJKLwPv5emJ/n2lXvSCgkKs0iZyTEVOTi42bd2p64Pv27trhYv3pkEhdttjZSjoJafg/Fpk4GkMGFVxN62er2sdED/v4FHd45dffAKe2v7turBJ66htz0ZJ+h4F8dpEkbVXFG/l5+nUNX0c4HwmBygnb1zDzWzDyVVrYfuFs6Lf2tvVFe21CjV7prMNVeHXaaXNPWOawM1ZMkO1V9ydXYSru60kJOwBDnoZoyFfPKhvRHZGpjms7du21PWLrl63xWSfuH7/4/AhhqXNpWRNDrAQkTO9HRtpDRMqkDhTZXzEUH2J8zqTjCmqrMqrP3alW5R9jl2pyCm47AVPX+Jsahdn6jGV++BpdjIF3Y5cgSfahDWCs0olAt7DSZdr/XOaN2uMNcv+wEsvPFbKuC0+rinuurNkzFFtoXPtgcuXHKYCL1e0baGvd/v5cyhSq4XXBTlP2ztNg0Pg7+FpEwt4eQ3QM6apOM4dJomXeEkE+9bMutMn7Nq1uSwlZlbWLz23BzjoZYyGv6enmD9aNrjSr/b+PnehST7xsnNNh+sFcGX7ReTFkiNIzsqeWPdUshjR/8xI4mwMqJf74OFjOjnnyGEl45EqmptMveH2OnalIuk5jdC6pjXwkiXGzs5SkLR2/VbhSm4q5JYA8Xu1Jlr6UB/qlvNSNbFXY/tvB5Az8HKgsrOOrqfOzs544ZmHsW7FPKF0IOO4bz57W1SD6wopI9QajZj53Kp+QzgCXW1kPI6cKOoZ0xhODhBYleqFt3KnYLnX2t6lzQb9I6xYRktj8Y5fu+oQ/bxlExKVrc0Y48FBL2PSvl7i9jFDdT2KZJhz/YZUBTYmh4+eFA7BRLMm0WgcY9jQhS7G1D/h4eyiu0A7AnJPD7mJVmQA06FdK4QESw6cR46exMWE2le4ZH6c9Yfu8f33jhd93o48dqUs4X7+wvm0bKKIRuCQ+ziRm5uHtRu2muT3U9CwSm8+72AD83mPXbsqeuBpUdsj2jEq8KXn9RpnMdK6ZSxWLfkDR/auMeiOXRt0x0xM03LmY/ZKlygp6CWXd2sejyOb8jmKOqJsQsJaof2GnIwdKegl/4hWDRpa/baRXZsb+fnrCij2jrwOJc+My+lSGxhjOhzjKslY1CmYFvCyXJMcfP9esNTov7c6VV5i4xlpkdgtyv5NX/Rp1yhCBC238vNx6oZ0wS8LLZqH6cnCl6+qm4vztevJWLRktXhMVcvJk8ZV+FqqwMsGKI60SJSqI9rgqowBzKgRJRLnJSaSOFOy6Oq1G+JxXPMmiAhvWGFg1bpBGPy08kVHQO6DI9mZtVYUN2nPZ70dpAJPUE95pHa2urWOx6F5tXLFyp7n843l57MAAD7RSURBVJalc2SJjJbO6dZc5aV54zSezFHoHFFyPrP6UUVNmtv1WDx9aD9soPXJsAV3bVuHg17GqHTQBr3Hrl5BdoHUJ0jcPbG0xNnYi8hlK9fVqJ+3twOYvuhDRlbNg0OqPLHq9/UuXV43ifMvc/4WjtrEmJGDKzQWc7SxKxVlestWFIcN7qer3lE1Nj+/wOi/e+XqDZW6NhNbtOO9HEXaXFZ2RgGMNVYUSQp4Ovm6wwVWRNeoGKuuWsnjvWgxSzPsHQUyh6RkckFxMQ4mJcIakdcAVOV1lMBK/3y2y0rbAkiBtkGrjujfzDGkzeXWADWYC8/UDg56GaMSH1pfSIepz+zA5ZKLXs9unRDeSKoinTpzHnv3Hzba7yQZ7rHj0iKDZl5WJB0kR8lDVy47lKxJn47hVQ9CJyMjH28v8Xjn7v1ISblZq99182Y6vp/5W7UMrPQXiY4wdqUiB2daJOo7BQcG+qN71w7i8a2sbGzYtN3ov1tf2jxkUHlpM5mebDt/TjzuHeNYiSKSncsVRWs05tl87oyuUhAVILUlOJqM1lrNrGR/gt4OFljRubtdWLjVJiQo2HO0ft6yVfgrmRlItEIZLV3/0nJyRO8xtWs4ZuKbK72mhoNexqiQYUfbRuHl+nqpYnXXnWNMYmilL8MdNrhvhb1tm8+dFhe9IC8vxIXUh6Mhm1npb5eyUM/toAG9dAZGK/Tmt9aEDz/7HpmZt3SBNPULV2uR6EDSZpnWDcPgolKJ6gg5WJvLxZl66+UROv7+vga3ETkDZxXkC4dTuZfSkSgx5rG+oHejngu9IwVWRFftvkiV7pQs08+xrgl0jdnkYBMCDAVXO61wXi/Ndr6RdUscL452rWlQz1f0ysrVXmtj3amTOv8RecSioyC3ONH1P7fQ+IoupgQOehmj01FrZqXf10tQ0CsvzhYuWiHmgxqDZSv0gt5qjSpq5jCmL/rIsuFTN64jPadiN+ARQ0sclpeuWFvj33PufAJm/TpPPKbt/fbrz1e6KNcfu+JosnOCZhG21joFl830jtBzu16xeoNR51yvWrtZ93hgv14G3YTlfl5qWyAzFEejS6R1Br0UWMnqCEdbvBNkchPoqVWkWJlT8PnUZGFK46jbRp7XS6aRlDi1JuQ1APkTBGj3H0eiixVXFNefcaxRRfrQrF5SSdCIs4N6CknG+Djeyp8xW1/v3ksJpXpHwhs1QO+eXXRyTWNUrlJT07Bj1z7xmGS5VFWsCEeuJhJNg4J1GdS9iQkVvq5/vx5wdZVcltdt2IaDh6SRQ9Xl9Xc+0/Xy3jl2JNq0iqv09SSfdbSxK9V1Cia5Po25IdLSMrBtx16TSJuHGpA2l5rPG+NY/bxlK71kSkQzpK2Fsyk3hEzR0dzOZSiJJgdXO61M4iybJTYPDkWo1qDGkZB7R0mqejpZMsmzFhxV2lz2fGZtiSJKfO+5lOBQo4r0cXFyQtsww4lvxrhw0MsYHZqzKhvAlO0duaeMoVVdmf3HAl02eWD/nhWOxLmQmqIzo3Gk+bz6UHVb3jaVjWHx9vLEHWOGiccUvD746IvVrspv37kPS5dL1WEaU/XK/z1R/XmW0U0csgJf1syqrMnISH2J81LjSJzz8vKxYaPUI+zk5IS+fbqVew3JrOT9xFETRbEh9eHj6ia2CY37srbAKi60vm7klaMhB73W5uCsG1XkgKoVghzeKeC3NhktuUlvv3DOodcAsvScjEZv5efBWqA1ABlZ+Xt46lRPjoY1t9LYE465wmRMCmW35d6Rsv2jw4f0R7160iJt6/Y9uHBRkrXWhuzsHHz7w2zd80n3jK0yw0tOmmT84qh01KvCV8Z7b76AsIbSwuXM2Qt45Y2Pq/zZlHx45Y2PdM8fe+g+hDWsunfakWWaZS941wwkikYOG1hKbk5jv+rK1u27kaOtXHbr0h71fLzLvYZGSFGfMRnTtdcmSxwNMlWRlSvWZMyjP5/XUemm7eulPjj9SQGWhBbussGYozlqW3tCgoKJ3EJpQoD8/hyN+NAG8HZ1FcqqfVWsASwxqqhf02binOvIa4A9l8onvhnj4Zh7F2NyOjYy3Nfr7u6GcbdJVUTij78W1anKm3pTChA6dWiDXt07V93P66AZ3nJBb2JCpf1Wvr718P1X7+t6cX+e85foKa2MhYtX6IyRggID8ORjU6t8P1czM3BSOzfYkYPe+nqJorJVeJqd26ZVvHh8IzkVu/YcNLlrs35gRTOtSX7lqMjVkcrUEeYOrLac1wZWDlpNJFo2CBMJGeqDqyqJZy4oACcZPC3cu0c3hqMim95ZU6JITnx3j2rscBMCrDmJRwHeOl3QGwtHhQy8iOSsLFy0whF59gIHvYzJ+3rLcveEEonz3L8W16pyRTNLv/7uF93z556aXqFZEmffS2ivNRnLzMsVhlaVQf3RTzwyWff88adfw43klArlsm+++4Xu+UsvPCZk0tWt8obV80VMYMVzfB2Bztq+XkPyppHDSwyt/lu2us6LDH1X7iEVzOeVK1aONp+3oh5FOpcVGaHKbszAqluU4wZW5CguO9JbywJe9o2gNhIfNzc4KrJhEi3er2l7zy0NJ76tU0Z7JvkGLmvVTf0cuCgRrDciz1oSrPYIB72MSSuKh8rMHiXatI5HXKxUoUi6cg2btuys8c//869FuHpNMslo1TJW9PNWBL0HMkqgRWIPB86+E77uHrp+q7JVeEO8/OLj4vMlUlJv4rGnXjUovZnx0+9IvHxFPG7eNAb33nV7zWSaDjh2paI5ynsMGFnojy6inum6yJ/2HTiCy0lXxeMmjaMQHRVRqaO2IxollU0UKRUKMbrp+HXpc7Mk8jHTPizcoQOrUjJaba+mpdEZvzn4MRPhH4BQba85tUlYmtTsLBy6ctmhTazKJiSo9YwKApZm3WnJtTm+fgOHNH6ryNuDMQ0c9DImoZXe7NEj2ouNDAU3pQ2t/q3Rz6axLZ9//ZPu+bNPTqs0YFp27Igu++5o898MIVdHqhP0kjHYzG8/FKZUxOp1m/HTL3NLvSYl5SY+/fJH3fO3XntOmCNVBV1w5ey7oy8S9SuKR64mletRpOA0tpmUsLmcdA37D0j7dE2hYPm1tz41GEzrs/X8WdH3RUkSR3XUlvF2dRMLMmtZwOtc6B188U501Qa9dC6zdBWejN/kirOjn8/oetzZivp6KRlB5z4yfSPzN0emfXikSOLdys8XrvTWMp/XEV2bK5risIsdnE0GB72MSaCeGZo9VpEF+/jbR8DZ2UlnzpOWJs01rA7zFy7DpcQk8bhZk2iM1JtlWhbqW/1r/x7x+I427Wr8d9hzFd5QRdEQzZrG4J3Xn9c9f/WtT3Dy1Fnd8w8/+x6Zt7LEYxpJVVnVXR9y0qSeXpIpDmxW+VgjR4ACKzJZoWTAAQOz+kq5ONdy3NfSFeuwfac09sjX1wePTr/P4Ov+O3JItxBxVEdtfbpERFtFBp5kzbIDraNXrOQ2GlLwZBcUiGSRJaHRSaRqoj5j+RzryJTMuLZ80KufXHV0RRGpQ+JCG1jFtiFH7W0XpLUEB736I/Is766dcDNVKL7sDV7NMCY/gOURDvoEBvpj6KC+4nFBQSE+/mJGtX4m9f/qV3mfeXJapYtyMny5nJEuAqs7WnPQS8gLMjKQSsvJrtbnPuX+CRg8oLeuf5fGGFFfNTk7/zLnb/F1Wky8/fpz1V5ULDgozVfu3zQW/p5V9//aO7SPtqtkpNSoEaWD3ppKnGl7vfbWJ7rnLzzzMPz9fQ0uRFYelwzJxrSSZgQ7OnIGfqeFg97VJ4+hsLgYgZ5eOmWAI+Pl6opWDSQlwg4Lz+tdcUKaZ96zcROHNn6T6RoZI+4PX0lCVn6+ZY2STkkSWk4UlU5IbDtv2bYASuCRozYlirpo9xdHJi6kvs5dW07UWIpXly1G47dexndbSvw/7AEOehmTMTSuhbing9dQxuiB++7UPf5uxpxqyZxpTikFWkRkRCPcMWZopa+fu0+q8g5qHocAT68a/w32SLPgEN1sT3mhVhUUyH79+VsIDJAcho8cPYl3P/wKr7/zmZjlS0wcPxqtWlTPfbGgqAiLtdXEcW3a1/IvsV+5puxmqU98bFNER4WLxxcuJuLYCUnmWl1m/vKn+D4iJjoCU++fYPB168+cRGZ+HrxcXDGgmeO6aeojSzUT026Km6WQWzXo3Oqooz0qCq4MJVfNGVgtP3ZYPB4e19Ji78OaaFG/gZhxTcoVuW/TEhxMSsSVzAwh6aV1AEMuyc11STRLjvtaoU2u0kxrR3XU1sdJpcKw+Fbi8T8H91u0VWPd6RPCGZ/GfNoTfNVkTAaNOgn28haVCfnkpk+fXl3x8LR7dc+ffuENMbu3soXFJ1+WVISfeWJqpb2jlF1eclQKrCa271SHv8S+oMr4yBbSiXXx4QPV/r7goEB88/nbuudfffcLlq9crxtF9cr/PVHtn0VBHSVCKMM7JE4ax8MAw7SJIsqAX7+VWS7xoN+D+/b7X1bb+Tw1NQ0fffZDqb5r6tc2xKLD0kgk2i7uzoZf42g08vXTuYsvOSoFN+aGKvBrtRWrEdqFEQMMi2+pm/V5M7t6yhVjQ9VMUhTRMTokls9n8gJ+hPY6M/+ApOqxZKKITM848S0xoGms8GugtgBDazOzJYqOS9uGE0UlyEWAlSeOIjMvz2I98NkFBSLxbW9Glhz0MiZDpRdcLTpieLYo9YoO6t9LPC4sLMK9U57EhYuSa2xZVq7ZiGPHpepWwwahmDBuVKW/nwJeOnD9PTwxiHtGSzG6pSRbXV9BFb4iaKbrFL0KvcxjD92PBvVDqv1zZGnz8PiW8HSRTLIYoG1YOML9/MWCQE7Y6EPVdDnRQ7N23/ngq2p9bB988i0yM2/pRlENGyy1FhgKrFZoFyJjWrXlTaKFgpnbtJ/HohokiowJVTLJQZoWIo5ulKRPt8hoNKznK6oSi45YZtvIi3eatUmjRxiJ8W076CqK6Tk5Ft02w7gCr4Pk92O0a4D5BySPB3NzKOkykjLSRQV+SKyU7GWAPo2bivYV8gdYqlWPWCpRNLB5nN1V4DnoZUzKaO1CccPpk8KEpSwqlQo//fAx4ppLs0DT0jJw572PIj0js3yV9/OSKu8TjzxQYaVKZu6+3ToDK+6xKl+FD/LyqrAKXxlvv/48mjaR5J5EcFAAnnj0gWp/P1Xg5YXIWJY2lwuu5ISEXHEtayr26Qev6J5Tf/tfC5ZU+nmfOn0OP+v1Xb/75gsV9l2TtJlcPSmwYmOR0sj9zbsvXbSIxHmptsJMknM3Z2ez/35rVq7IJoXzLSQJ5MDKMD1jmohWGpri8J+BJJ6puZiaonMopgQrU8K4tu11qisa6WRu5ICOvAkCvbj1TF8hcVvrthZLSBSr1bo1oT0eMxz0MibPwlPWii56K04YDq58vL0wd863un7R02fO44Hpz+p6RYmNm3eI+aJEUGAAJt19R6W/lxalW85LroAT23U04l9kT1X41pVW4SvCw8MdM7/7CD4+3iJ4ev/t/4O3l2eNFohkXkEVeLm3iCkfXJHE+UYZiTNx3z3jMH3qPbrnTzz7Gvburzgj/Oqbn+hk0HdPuK3Svmu5ikk9oyxtLk18aANdf5Pcj24uivTOn7JklClBTp7RvF5zJyQupd3EkSuSc/SweK5Ylb3O3C4v4LXqHnOyTJtcpTFFUQGBZv/91u4fESYrJAwkWM2WKLLDwMpYEmeSGZdtczI1uxMuICU7C05KpV16enDQy5g8a6XrH60kuIoIb4jff/kSLi5SBWP9xu3432sf6v7/ky9K5sA+9tB9ooe0Mv4+sFdUh8m0iSSjTHnkimJFVfjKaN0yFnu3LcWBnStwx5hhNfpeWdpMwR05FjOlaRcWjkZ+/sLBsaL+0XffeB59e3fTuTLfff/jSLpyrdzr1m/cJmYrE54e7pX2XUvSZimwGs2uzeWgBM8YC0mcdyVcQGp2No/3qoCW9RuKcz2x8NABiyzeKSHSJKj6LR6OJnGm2d9XMqo/mtCYMk2WNlekkJCCq/kH91quAs+yc4MTNsK1a4B/zXytWa5dA5BKg/q+7Q0OehmzVa7IaKSyxvwundrh689KjJJm/vwnfvplLrbv3IdtO/boZos+UIHrrAwFu/O0s3kntOvo8HP5KqJ7VIyuCk+mCTWFjK3IQbsmkIyK9gOCpc2VBFeyxLmCRBH19f4y4xM0jpFG6Vy/kYK77n8cOTklyQtSSrz8+ke65089PhWhIZIZkyFI5iZLm8nohCnPbdpz2d7EBDHH0NxSwN4xTVHP3Z03jYFjRj6fmLuiuFwbWNmjFNAYtGnYSJjA0XXZnI60dK3ZefF8KYNAxrDEeefFC2Y9n8kV+NiQUERrDQKZ0uczudq7wIwmcBqNRnetsdfzGQe9jMnpHtUYAZ6eojG/quDqzrEj8eyT03TPX3zlfTz1/Bu65w8/eG+VUtp9iQk4k3xDnDjGt2Vpc3Wq8DWVONcWqvaTnIpkVV14zmiViaJt588alDgTvr71MHf2N0JmThw6fByPPPmybn7vb38uxIlTksQ/rGGoMBurfNuUSJu5Z9QwsSH1dRXF/8wkcZYWItIikaXNFSMHvUevJuGEtopkasicadsFadYpVxOrXsCbMyGx6uRxUSlr4FNPBN5MeVrUbyik3/oKLHNWE/mYqZhxWoUEJVjPpySbZbucvH4NF1JTxOOhsRz0Mkztg6t4bf9oNXpHXn7xcYwcPkA8pl5E6vElKNidPuXuKr9frvL2jmmChr6+vNWq4+JcRRXeWMhGM7e3aSfkVUztJc5Ek8ZR+PXHT3Wf5aIlq/DRZ98j81YW3v3wa93rXn/56UpbAvSlzezaXD2Js7lkZzQOh/pU6XfLs8+Z8lDPJskCiX8OmaeiuPrUcWH8QqP5OjSK4M1ShcT58JXLOHW9fBuGKVimrVjRMcPXmorRJSQO7NMlTE1dgafee4L7eSumeUioSEoQC8ykkFimrcDT+sNe18686mTMWrmigddVBVd0gfrhq/fRulXpQfJTJ08U1a3KoGqyfILg2bxV0yO6pAq/qhYS55pAC3f5YsfS5mq4OFfTaKxfn+7CkVnm/Y+/xcRJjyElVTL0ad+2ZZV917K02duVXZurQpae7798CRfNIAmUF+80DoeccJmK0Zc4m2MBL0ubaeQKB1YVQxLW9tqkgDmqvbmFBdhw+pR4zNXEypH7ek/euIajV6+YrQJf36ce2nIFvlJKFBKSR425rjXD7VTaTHDQy5gtuCK33uoGV56eHkK6Kfcgenl64JFpk6r8vlU0DzA3R/QlshSwelX4EfHmkTjLBjMkDyXjGab6EufkLGnGbkU8NPWeUo7mcg888d5bL1a5INd3bWZpc+XEhtYXvWjEYjO4nso9VvJxylTec01zP6k/cc+liyb9qOhatvbUCbtfJBqLsbqxUqZPSGw8cxo5hQUiidcjRhqHyBiGDJPIydlchlZyoogr8FUjj2Kjdj1S/JiSpPR0HLicaPeJIg56GasNrhrUD8GqJX/guaem4d+/f0JQUECV3yPP5h3VsjU8XVzr+K4dq3JFC7hb+aaTOMsZfqrGVDQnlimBKiNhvn5aiXPl/aP0eX7y/ivo2kXKDMvcPnooOneU5LiVVUVY2lwzzCVxvqDncspJvKoJ9vZBn8bNzFJR3Hz2NLIK8uHp4oLejZua9HfZA7e3bme2hIRcsRrYLA6uTk4m/V32ZGhFRmNqtdpkv4euNbKRpT0HVsaCrv/domLMMrN3xQkpGREdECik1fYKB72M2StXNQmuaJTRK//3JDq2l6SelZGSlYU1J4+LxxPad6rju3UcKBPu5+GhrcIfM5lBAhnMECxtroHEuWX1e+FdXFzw209fILyRVEV3c3MVvbxVQdJmWrxTVaRfE56bXJNE0cGkRJ3xhylYqu3n5jmj1WesdgH/76EDYr6xqUcV0axxVkdUTYh+QsKEjrTUY71Sex3jntHqMaZlWzGXNSkjXWfMZuoKPI3EYaovcSafAtq3TT3ea3h8K7suSnDQy5iNnnrB1eoTUnBqTBYc2ic5A/v6oYc2O8ZUjbN+Fd5Eck3ZGZLMXshwhqn+YkSecVmVxJkIDPTHyv9+wwvPPIzF82eJpFFVlEibW/LivZo0CwnVuZ6acmZvyfgIljZXFzqXuTk5IyU7C5vOnjbJdqFqmKyO4IpVzSuKpJAoNFFCgqrItO0piBvQjEevVQd/T0/0135WpnRxlivwA7gCXyOzUdqXr2ZmYLuJEhLpuTnYcu6MQ7RqcNDLWCa40o5HMSaytJlm87KpSO0lzln5+UbdLtS/JV9I5R4Vpnp0CI8Q451I4ixX/arTFvDSC49VKWuW5WYrjx8rpcRgqsdtOomzaRJF129lYrdWBsr9vNXHx80NQ2LjTSpxPpCUiGu3MqFSKjG4ufS7mKoZrpeQ2HhGMpoyVcWKkuy+7h68WarJ+DYddO1nVJgwZQXe3gMrYyckKElgyoTEmpPHRcEoyMtL54Bvr3DQy1gkuFpz0rjB1fFrV3Ao6bIu6GVqRq/GTcUCIa+oEKtPGlfiTHOTyeWW+rnkQIGpgcRZG4yawmhMJDkK8uHj6sbS5hoiJwloDMu5lBtG3zZUSaSEEY2uatWAjd9qI3GmRBEldkxVsSIDIFqUMtVPSMhjt0xhmkTHiyw75wp8zaDtQgagGbm5WHPK+Eo8rsDXXeJsqoTEMj0Xekrk2TP2/dcxDhNcybN5KUvVOCjYaD/XkarwcvbV2BJnudrSK6YJQn0qHznFVCxxJvkR9a0bk8XaQHpoPEuba0qToBDdHEVTtAXIlf0R8S3tusfKFJCBkY+bu0joyEoGY7L8GEub6ypxpoV2doFxVUWnb1zHuZRk8ZhnWtcMDxcXDG/RymQ913JgRZM8uAJfM4bExQvDPEpIyI7xxiKvsNChXOg56GVsPrgi2czf+6Ws8cT2XOWtcxX+1HGjLUbISIYMZQg2sDKCxFlbYTIGpVybtdueqfmIHFNInGlxs+mc1I/K/bw1hxx7ZRM4Y0ucz6cki5mmBBsl1ZwBTWNF0JNdUHL+MRbLtFXe1g3DhLcHUzPGayuKK08cRWZenlEr8CUzYNmfoKbQJBJ53WxsifPmc47lQs9BL2PzwRX1BlF/lYtKxfLZOkAnvHru7sgtLDSa0RhVJ29k3RKL0JEtqnbgZspDVb5R2mPGmKZJlN2lhaeQNjdl1+a6SJzJmfxM8nWjbhsy+gnw9NTN0GRqhpxko+tMek6O0QMrMjKL9K96jB5TGhcnJ90awNhjWOQZsMPjOLCq7RqA+jpJQlvVmLyacOrGdZzXutxzBb52jNP2XFOiyJijJZdrVSv9m8bC3dkF9g4HvYxFgyt5xJAxpM3kPuvnwf1VdVmMDNfOzpNlr3VlwaH94n5Q8zixzZm6BVdbzp81msRZVlqQtJlnWdaOmMBgtGoQVurzNAZyRX+oA/RYmQqSUYZ6+4jkwX9GXMAvZ9dmo0mcaVxaarZxzmfXMjOwNzFBPB4WL/UNMzXDSRQO2hk9ISH3WXMFvvb0adJMJEGpNbC6ppbVcaFfrt02jiBtJvhqylg0uKrrQpEudPKChg2sjGOPT6w+eRw5BQV17hVZckTaNmNbS4scpnbQqKeG9XyFlN8YEmfh2nziaCmJLlM7bm8tuzgbpwqfp5cMHKHtsWNqDiULbm+tXcAbSRJICaddF89L24ZlmrWG1AvUskGOscZKFslS6XA/f8SHNjDKz3RExmsTEpvPnRHrK2PAFXjjtAbKRqDGkjjvTUwQSjw6V1JhwhHgoJexaOWqrsHVV5vWCylO48BghzloTUnfJs2EAQwNkK9rFZ6MKzLz88Qg+kGxvG3qAo3gGqXtUTSGxHmNnrS5bxOWNtcFWap5/NpVnLwu9XrWBZotK/dY9WncrM4/z5EZ37aDbs71lYz0Ov88ShRRbz0loKhqxdT+fHaHVn5uLBdn/YoVG7/VnvaNIhAVECj284VaP466QPNluQJvXInzxrOnceNWptHMxbpHxTiMSpKDXsYi0GKursFVctYt/LJrm3j8TL+BLAM0UhV+mHakRF1G5FAi4p3Vy3S9dY7QK2I2F+fzZ+ssCVysra6QEQ9Lm+tGZEAg2oY1MlpCQq7k02xGN2fnOv88R4YCU0qIaoy0gJelzdSXyIGVcSTOOy9eQMLN1Dr9LOpxpGQRwaOK6gbt12ONmJBYqT1mIvwDuAJfRzpFRAolAym+6mqeqNEzxnQkczEOehmbDa6+2bxB9AXTyVSeY8YYswp/rNZV+B+3b8aF1BQx9+/FAUN4sxiBjuERaOBTT5I416Gn58DlS7qebZ6bbBzkz7GuUk3atrJMk0YVMcZYwLczygKezoUbzpwUjzmwqjs07ovMwIi/69g/uu7UCRQUF8PPw4ON34wocT5wOVGoJIxRTaT1HieKjHc++3Lj2jrJz0/rjfeS1+KOAAe9jMWDq1UnjokRHTWBKl0/7dgiHj/bd6Dod2CMA8ldSfZK8te1p0/Uqu/t43WrxeOn+w7g2bxGlTi3qVOiiHp5H/rrd9FL1y0qBgObxRrr7Tk0ci88jbI5ce1qrX/OhjOnkJKdJc5ng5rHG/EdOi5y1epQ0uU6GVptPHtKJFnp3EgmWUzdubOtNGLwk/WrsePCuTpLmwc3jxdmTEzdZ5D307a93PvbLJxNvlHrCjyNxCE4UWQcpnfvLQz6rmRm4J45s4QHRF3NxRr5+cNR4KCXsWhwRfb4JHF+ddniGn3v91s3iaCMZvGxgZVxIbnrEG3m75tN64X7aU14f81yZOblim3zSM8+Rn53jo1cUSSTkdosRN5ZtUyMj6AK/Hfj7xaBNFN3SG1CvXDEH3t31epnnEu5gel//SYes9u58WgcFKwznZr652ysPy1Va2uKrK4Y2DxOKJWYuvNgt57oGB4p2mEmzJ5Zq554uj6t0rZI8dxk4/HTxEmICQxCWk4Oxv8yo1YtNVyBNz4h3j74476pYp1GvdJP/DNPSJVrW4Ef7mDjvXjFw1gMOmg/GjVWPJ6zZ4c4QVaH9Nwc/Lhts3j8VJ/+vAAxAY/27CuqTbsvXRSBUnWhKtcvu7aLx28OHcW9vCaQOMeGhAoZ7LhfZtRofBHJ1L7bukk8fm/kbTxj1ESmSd9s2YCfd26tsT/B2J9pYZkttssXt99p7Lfn0Pw44V50jYoREti75/xUo6oiLSi/3rwec7Wj8RxltIc58HBxwbz7HxR916T2GjvreySl18xwbMa2zeJ7aT0hVyeZuuPv6Ym/J08TknGasUvHTU2qijQO5y+tbJ0r8MaFEqxfj52oaw0gQ9eakHAz1WHNxTjoZSzKba3b6qSBlLGqjsyZLnLkClzfpx7u6dDFDO/S8SDJyzvDx4jHX25apxtvUxWvLFskXB87hUfqRrkwxoMqs79PmgJ/D0/RM13dhUhmXh4e+fsPsYAf3DwO93bk48bYTOnSHXdoR+Q88+98/LJTMtmriuyCfNz5y49ie9J2/WfKQwjy8jb6+4OjB1f3PYg2DRsJiTJ93geTEqv8vqLiYjy7aL5QItGxQxXjUS0kF3XGOAR4eol9nipYlzPSMe6XH0RiuyoKiorw9MK/xDWHIF8PL1dX3ixGnkP+56SpcFGphOHYo/P/FMFsVdzMzhaVe9mfQG5lY4ybZH2m7wDx+I2VS3SfdVXsuHAOQ77/UjyODgh0OHMxDnoZi/PJmLFi6HZSRnqVMmdavH+3daN4/ETvfuxuakKmdeupW+A9/PcfSEy7WenryYV7nVY6SJVENq0w4UJEK2/alXBBbJuqFiIvL/0Xl9Juiqz9l3dM4G1jAqiXcMad9+gC36f//Ru/alUPlQVVD/zxK/ZfvgR3Z2f8df80sX0Z41PP3V0EV82DQ0XS9I5Z3+NUJXJa6kecOHsmftYmLx7r2Rez75nMPaMmag+Y/8B0Md6ORn/dXUWvIo1rGT3zW52qiGTSn7M6wiSQQoJaYYh/Du3He2tWVPr6fYkJ6PXVx2IcJa0BXh40TFR6GePzyqDhwkmeEnIPzp2D49euVPhaes1Xm9ZhxI/fiDFS1Bc84857HW4tYLGgd9GytXjjg28wccqz6Dn0LnQfLJXqGceDqhqfjhlXLZkzmVdRNZh6ge/r1M2M79LxoJMhSWhIbkl9PQ/8OVtk1yvqq5Iz7uT82CE80szv1rHoEhmN77ULkX8PH8DblUjQySjutz07xePPxoxnYzEzBL63a3uvn1r4F2ZXEPjSIoSqiNSPqFQoMOuu+9Axgo8bU1cV/33wEXFOIyn5mJ++w0UD43JIYkvVEJpnTduGrk/vjBjDY/FMSKsGYfjt3imirWbb+bPCcM9QMu/g5UT0/fpT7Lh4Xrz2qzsm4OPRY9nM0sRmcBS8yqZjv2uvJ2XPZzS1gY6by+lpCKRjbcrDeL7/YIcLrMyp/KLWDXJBp9nuE2f/ZLD3Oj0nB3fN+QmvLf9PtEb1immCzU8+75DXG4sFvb/9tRhbd+6Dn68PAv39LPU2GCthTKuqZc4kA/x2ywbpNb36C8kaY/rqyK/3TBbypj2XLuLNlUsMvo4qWmSQRNWq14aM5M1iBm5v3Q6vDRkhHn++ca3B4IougI8vmCse06gDaidgTB/40kJkjPZ89uTCvzBn945yr6PF42zt12nRzu6m5oHaYhY9+KgY/0UVD6oYXsko6SMll+cB336GY1evCMM36jmd0rWHmd6dY9OnSTN8N+4unUP9/5b+W8qkZ/6BvSKoIlVYsJc3lk57HJM6dbXgO3Ycnus3CHe176RL5slzkWVVBCXFX1j8j0iAd42MFkEVbU/GtHi7uuHP+x4Uaknq1Z30+y+lihOUJOr99Sc6+fNz/Qbh36mPINjbxyE3jcWC3m8+eg2rF87Cd5++jsbRkusl49joy5zlqqE+JDOj7Dz1vU3u0t0i79ERoT44kisT327ZqHP9088ivrdmuXj8WK9+wrWZMQ9P9xmASR2lRd8zi+aXUkmISuK/83Ej65aQMlFgxZgv8J05cZIukUeBr1xtlx2e3129XLcNOagyL1TppcBXXije9tN3IkFEqohhP3wpgmEKipc//ASPjjIz49p2wNvDRuv8O8hEjKpTry//Dw/O+w15RYVoG9YIGx5/Dp0jo8z99hwWqtaSwR5VCWnk3b2//SzctklS2+/rT4XiiHi8Vz/8N+0xNKjna+m37FDnszn3PAAnpVKoJCj5QNf/WTu2YtB3n4tzHK2bFzzwEF4ZPNyhFSuKvIKimntdG5nnX/0I23cfwLZVUkWitmTn5uP85RQ0jwyBlwcbGtgiiw4fwP1//Coe0wE6QDtHlOaLtv7gLbGAf3XwcDzbb5CF36ljQSfQKX/OxsLDB0T1d/MTz4s+LOKlJf+KPmsKrPY+/wqbiZgZyqyTMc/6MydFT9yKh59Ei/oNseDgPkydO0e8Zv7k6WLUCmP+bUPHDc2HFe0Cd0wQi0EaAUILR2oF+GH8PTw6ykJQVXfkj9+IEWt0PiPfAjLio+OH+qsb+vLC3VLXm5eW/itGE8rGirStZAOfL++4kycDWAgyGRv83RdC2UWqCXou5le7ueO78XfpxoMx5ocURaSUlB2eqb+aoLFgv9x9v10WJPILazZS03HDfcZqZc46WaCezJlkgBTwUsD1YLdeFn6XDprlvWOCmNtH20Tu76XZojN3bBGveW3oSA54LQD1tdEFjfp6buVLTsD7ExNEvygxuXM3DngtuG2oV5cM4Wgh//g/84TjNgW8vRs3xTdj7+KA14JQMEVjWTycXUQ1hAJempG84uEnOOC18PXm3eFjdHPJKeCl3mqaKEA98+7O3NpkKXzdPfDX5OmiZ5cUERTwUj/2piee44DXwpDU/6HuvcVjOeB9uEdvLJv+uF0GvA5V6b1+IxXJKaUNKDQKJeDkjpiwQHi680nRVknJzkLPLz9Cak427m7fCe+PuB2dPnsP125l4vl+g/B8v8GWfosOy5GrSRg24yvkFxVhWteeuJR+EytPHEPrBmFY9dCTvIC3IGQeMuSHL0VyiBaItICP8AvAhsee5WSEFVR8H/zrNyw/LrUGxIbUx5IHHxXVEcbybD53Gi8uWYhBzeLw6qDh7NBsJdB1Zvrfv+NQUqIw4evLPaJWAznOP7Pob3SLjMFrg0fwJA0rgSYCPLLgT2H09t6I2zDSzivvGijMF/TeysrG3/9Wbl+uz7jRQ+Dj42WUoHfWbwvw8+//lPpaVFQEXnz2cQT5esDV2anaP4uxPlaeOoanlvwtHg9tFo8Vp47B08UV66c9jXq8ULQo8w7twRtrlpb62u8THkCHMO7NtzTHrl/BvfN+QU5hARRQ4LcJk3m7WAkFxUV4f/1KXEhLwQdDb0Oodz1LvyWGsQlIJcEOwAzDx0xZ/HxrNtO+TpFhVlZOucCzMgb362Ew6K0NIwb3Ref2rcpXegH4eHlwpdfGuatzZ6y/cEr0wlHAS1BlMSo0yNJvzeF5uFcfHL6eJPp7CerhGdSC5/BZAz19m2LWxEnC9XRy5+68XayML8dNsPRbYBiGYRi7oKZV2zoFvfVDg+psPlVbQoIDxM2QkZWzkwouXOm1eT67bTy2Xzgn5M6eLi54rHdf3q5WwpdjJ+B08g0x6uOd4aN5u1gRQ+NbihvDMAzDMIy9kl9DIyvWADNWS6CXF74ddxem/fWb6OMN8DSOSoAxzmy4DY8/K0ZJuDk780fKMAzDMAzDWC0c9DJWzeDYeCS88YGl3wZTgTMt3RiGYRiGYRjGmrFY0Lt15z6cPS9Zal++cl3c//rnQnHv5emJsaPZoZdhGIZhGIZhGIax0aB349bdWLFmc6mvzZwtzZUMDQnkoJdhGIZhGIZhGIaxjzm9xkI2smoeGQIvD1dLvx2GYRiGYRiGYRjGwkZW0owfhmEYhmEYhmEYhrFDOOhlGIZhGIZhGIZh7BYOehmGYRiGYRiGYRi7hYNehmEYhmEYhmEYxm7hoJdhGIZhGIZhGIaxWzjoZRiGYRiGYRiGYewWi83pNQVqtVrc5+YVWPqtMAzDMAzDMAzDMCagoKgYbq7OUCmVjhf0FmjnNSVcS7P0W2EYhmEYhmEYhmFMRHRYIDzdXR0v6PX2ckMDAC4uTlAqFLBGzl9MxIdf/oQXn5yK6MhGln47DFMhvK8ytgDvp4ytwPsqYyvwvsrYClTprS52FfS6ODkhwNcL1oxCo8aFCwnivrqZCYaxBLyvMrYA76eMrcD7KmMr8L7K2CNsZMUwDMMwDMMwDMPYLRz0MgzDMAzDMAzDMHYLB70MwzAMwzAMwzCM3cJBr5kJCgzAA/fcIe4ZxprhfZWxBXg/ZWwF3lcZW4H3VcYeUeQVFGks/SYYhmEYhmEYhmEYxhRwpZdhGIZhGIZhGIaxWzjoZRiGYRiGYRiGYewWDnoZhmEYhmEYhmEYu4WDXoZhGIZhGIZhGMZu4aCXYRiGYRiGYRiGsVs46GUYhmEYhmEYhmHsFidLvwFHQK1W4+9FK7F42Tpcu54M33re6NerC6beNw7ubm6WfnuMA3Lp8lWsWrcVu/cfxpWr15FfUIiG9UPQr2dnjL99aLn9MiHxCr6fNRcHj5xAYWERmjaOxNRJY9G+TQuL/Q2MY5KXl497p7+AK9du4PaRg/DsY5NL/T/vq4wlyczMwpx5i7B5+14kp9yEh4cboiIaYeqkcWjTsrnudcdOnsWPv/yFY6fOQqFQoGVsEzw0ZSKaxkRa9P0zjkFObh7mL1qJtRu34+r1ZLg4O6FRw/oYNaw/hg3sJfZJGd5XGXuB5/SagS++ny1OLr26d0TXDq1xMfEKFixehdYtmuHLD16GUskFd8a8UAD7z5LV6NGlPeJjG8NJpcL+Q8exfvNONI4Kx49fvg1XVxfx2stXruPBJ16BSqXE+NuGwsvTA/+tWI/zFy/j03deRMd2LXnzMWbjmx9/x6Ll65Cbm1cu6OV9lbEklNR+7Pm3kZuXhxGD+6JRWCiysnNx7vwldO7QCgP6dBOvO3riDB5//m0EBvrhjlGDxdf++W8V0tIzMePzNxETFc4bkjFpIebR597C0ROnMXRAL8THNhHJRAqAj586h7vHjcQjU+/ifZWxOzjoNTHnLyZi0kMvole3jnjvtad1X5+/eCW++G42Xn/xMQzq193Ub4NhSnHi9DmR1aUAVp8ff/0Ls+cuwtOP3I+xo6XF2KvvfIGN23Zj1jfv6aoQlCW+Z9rzcHFxxtyfPi2VFWYYU3HqzAWRgKEF2dc//l4u6OV9lbEkDz/zhgh8Z371DgID/Cp83dTHX0HC5Sv4c+YnCAr0F1+jqvBdDz6H+OaN8cX7L5nxXTOOxtHjpzH96ddFEvvJhybpvk4qrrumPovMW1lYtXCW+Brvq4w9wSVGE0OZM41GI04u+owa2g9urq5YtX6rqd8Cw5QjtmlMuYCX6N+7qy5ZQ1DFYuvO/WjbKq6U7M7D3Q0jh/RF4uWrOHHqHH/CjMkpLlbjwy9monOH1ujdvVO5/+d9lbEk1Ppx+Ngp3DV+pAh4i4qKRPWsLJeTromkI7WSyAEvQY/pa3sPHEXqzXQzv3vGkcjOyRX3ZRMzzs5OqOfjDTc3V/Gc91XG3uCg18ScOH0eSqUCcc1iSn3d1cUFTWIicPI0BwyM9XAj5aa49/erJ+5JlldQWIgWsU3KvZYqEvI+zjCm5q+Fy0W/7jOPlu7hleF9lbEkO3YfFPehQYF44bWP0W/kfeg/+n5MeOBprFq3Rfc6CngJkpQaOqdSkvzUGT6nMqYjtlkMvL088ef8JaKl6dqNFCRcSsL3P8/FqbPnMeWeO3hfZewSNrIyMSmpaSJzRjLQsgQF+OHI8dNCUkIZNoaxdCXt1z8WQqVSYWBfSXKfnJom7oMCSioSMvqyPIYxJWRaNeu3BZh89+2oHxqEq9eSy72G91XGkly6fEXcf/DFTDRqGIqXn38YRYVFmPvPMrz10XcoKirG8MF9xJqA0K/yygTK51TtaxjGFPh4e+GDN57DB1/8iFff/VL3dQ8Pd7z76tOiHY/gfZWxNzjSMjF5+flwcS4f8BIuLi6613DQy1iaL3+YLQxWpk++ExGNGoiv5ecXiHtnl/KnCjmRQ/svw5iSj7+ahQb1gzHhjmEVvob3VcaS5OTkiXtya/76o1d11/Se3Tpg/P1PYcavf2HowF7I055TyS23LK7yOdWALJphjImHuyuiIxoJM8uWcU1FH+/CJavxxgff4IPXn0Wn9q14X2XsDpY3mxjq2yV5qCEKCgp0r2EYS/Lj7L/xz3+rMXpYf0yaMEb3ddnBubCgqNz3FBRI+zXvv4wpIWnonv1H8NzjD8DJqeI8Le+rjCWR97+BfbqVSmJTVa17l3aiT5dGxblpX1dQWP6cSqPjCLmnkmFMwbkLl4SRVcd2LfDYg3ejd/eOwqPj+0/fQICfLz78cqZQfvG+ytgbHPSaGDIKyMi8pQsQ9CEJE83s5SovY0lINjr7z38xfFBvPP/ElHISfCI5tbyEWZY1G5LpMYwxoPPmVzN+R9eObcRijIxV6HbthiRvzs7JEc9vZWXzvspYFPk86O/nW+7/Av2l8+itW9k68yBDbSEp8jm1EudnhjGGPwKdW/v16lLq65Rs6dqpDa5dTxGze3lfZewNljebmNim0di977CYfaY/mD6/oABnziWU+hrDWCLg/fn3f4Ts7v+enlZu9FB0VLiQ55PsuSw0sJ5o3jTabO+XcSzoPJmekYntuw+IW1lWrdsqbo9OvRtjRgzgfZWxGGRWuWjZWoPB7I2UVHHv5+sjbsSxE2fEFIey51Q6BzdrwudUxnTIPeM0r7csVOGV7ovFlAfeVxl7giu9JoZGwNBF7O9/V5T6+n8r1oteSJ7Ry1gKCnbpNqR/T7z0zHQoleVPBzSaiKR5Bw4fF0kaGZrTu2TlBmHYUtaZnGGMhbubK9555alyt+cee0D8f5cOrcXzHl3b877KWBTq3SUjIBpDSOdHGTID2rJ9LxqF1UdYw1Bxo0Th+i27Silo6DF9rX3reAT4l68WM4yxiAxvKO6Xr95U6uukmNmyY69wdg5rwPsqY38o8gqKNJZ+E/bOZ9/+Ivole3XvKGR6ZA0/f/EqtIpviq8+fMVgsMEwpoT2R9ovQ4ID8eCkcWKslj5+vvWEkQVB8tGpT7wCJycV7rx9GDw93EXS5vyFRHz89gtibirDmBNybx573xO4feQgPPtYyQgj3lcZS7J4+Tp89OVPiIoIw4jBfVBYVIR/l65F6s00fPTWC+isPaceOXYaj7/4tpBEjx01WHxtwX+rkJaWge8/e1OMM2QYU3HtejImP/qSCHKp8CIZWWVjyYr1QtZM51Q6t/K+ytgbHPSaAZKL/P3vcixesV6cbGiEEVWAp04aJ6oTDGNu3vnke6xYs7nC/2/bKhbffPya7vlFmuE3ay4OHjkhFnLNGkfhgXvuQMd2Lc30jhmm6qCX91XG0mzcuht/zF8ikoIKpULMOKdzZav4ZqVed/T4aWEgeJzaRBQKEXg8NHkCmjWJsth7ZxyHy1eu45c//sG+g8dwMy1DGLE1iY7A+NuGok+PTqVey/sqYy9w0MswDMMwDMMwDMPYLayrZRiGYRiGYRiGYewWDnoZhmEYhmEYhmEYu4WDXoZhGIZhGIZhGMZu4aCXYRiGYRiGYRiGsVs46GUYhmEYhmEYhmHsFg56GYZhGIZhGIZhGLuFg16GYRiGYRiGYRjGbuGgl2EYhmEYhmEYhrFbOOhlGIZhGIZhGIZh7BYOehmGYRiGYRiGYRi7hYNehmEYhqkFmzZthJuLE+bMmc2fH8MwDMNYMRz0MgzDMEwFHDp4EG+/9SYuXrxot4E7/X3p6emWfisMwzAMYzI46GUYhmGYCjh0+BDefedtJCSUD3p79uyF9Mws3H33PTb7+W3etEn8fRz0MgzDMPaMk6XfAMMwDMPYIkqlEm5ubpZ+GwzDMAzDVAFXehmGYRjGACT7nTZ1ing8eOAA0b9Lt6lTHqiwp1f/azN++B4t4+NQz9sT7du2wfJlS8Vrjh45gpEjhiEowA8NQoPxzNNPobCwsNzvP3vmDCbffx8iw8Pg7emOpk1i8L//ewHZ2dnV2l47dmzHqJHDEdGooXgP0ZHhGD1qBHbt2in+n/4OqvISzZs21v199HfLZGRk4OX//R/iYpvBx8sDYQ1Cce89d+P8+fOlfhf9vfS969atFd/fpHG0eH2Hdm3x919/8f7FMAzDWBSu9DIMwzCMAcaMuQ3Xrl3DrJ9m4oUX/w/Nm8eKr0fHRFf5ec34/nukpadh8uQHRDX422+/wfhxY/Hn3L/wyMPTMf7OCRg1ajTWrlmD7779BkFBQfjfSy/rvn///n0YMmgg6vn6YsrUB9GgYUMcOXwY337zDXZs34416zbA2dm5wt9/+tQpDB86BCGhoXj0sccRHBKCG9evY/v2bTh8+DA6d+6CqQ8+iFuZmVi8eBE+/uRTBAQEiu9t2bKlLuDt06snEhMv4b77JyM2Lg7Xrl7FjzN+QK8e3bBtxy5ERESU+r2vvPSSCMqnT39IPJ8zezYm3Xs38vLzMGnSfbyfMQzDMBaBg16GYRiGMUDLVq3QuUsXEfT2HzAAvXv3qfbndPXqFRw4dAT16tUTz/v06YuOHdrhzvFjMXfe3xhz223i6w9Om46unTuJqrB+0Dv9wQcRGlof23bshLe3t+7rffv2k37G3D8rDSLXrFmNnJwczPntd3Ts2Mnga7p06YoWLVuKoHfkqNGIjIws9f9vvfkGLlw4j81btqFV69a6r9876T50aNdGVHR/mvVzqe9JSU3B3n0HdH83/X0d2rfFi88/h3HjxsPd3b3anyHDMAzDGAuWNzMMwzCMkbnn3km6wE8OoH18fNCgQQNdwCvTrXt3UVHOysrSyZ+PHDmMOydMQH5+PlJSUnQ3eq2np6eoEFeGj4/0u5f89x/y8vJq/P41Gg3mzf0TPXr2FFVm/fdAv79T585Yt7b8e5g2bXqpv5seP/jgNKSlpWHzpo01fh8MwzAMYwy40sswDMMwRiYqurwE2tfPD2FhYeW/7usr7lNTU+Hl5YWTJ0+K51RJ1e+v1efGjeuV/v7xd96JuXP/wEcffoCvv/pSBKkDBw7CuPF3lpMkGyI5OVm8HwquqY+3IiOvssgScH1iY+PE/YULF6r8vQzDMAxjCjjoZRiGYRgjo1KpavR1ubqqf//U009j4KDBBl/r5+dX6e93dXXF8hWrsGfPbqxZvRpbt24RcuV33n4Ls+f8jtFjxlT6/fJ76Ne/P5597vlKX8swDMMw1g4HvQzDMAxTAQoozP7ZNG7SWNyrlCr07z+gTj+L+nnlnt7ExER06dQBb7z+mi7oVSgM/31krEUVaDK6qsl7OHnyBEaOGlXqaydOHBf3UVFRdfhLGIZhGKb2cE8vwzAMw1QAyY2JtJtpZvuM2rRpi/j4Fpg588dyo4GIoqIi3Lx5s9KfQb23ZSFpdWBgENLSbpb/+/S+JkuXJ0y8C3v27MHCf/4x+Dtu3LhR7ms//jhDuD7L0GP6OyiA7tmrd6XvmWEYhmFMBVd6GYZhGKYC2nfoIALADz94X4wg8vTwRGRUJDp16myyz4yqrz//8iuGDB6Iju3b6sYF5ebk4Ny5c1i86F+89c67lbo3f/D+e6Ifd9iwYYiMihJy5WXLluLUqZN49tnndK+jXl/i5Zf+J4JcN1c3xMfHI75FC7z51ttiPNLdd03A2LHjxGtdXFxwKSEBK1euRNt27cq5NwcGBKJn926YdN99upFFiZcu4fsZP8LDw8NknxnDMAzDVAYHvQzDMAxTAeHh4Zjx40/49JOP8cRjj6KwsFA4M5sy6CVat2mDnbv34uOPPsTSpUsw88cZYnRRRESk+P00uqgySGJMM3UX/LNAzOelUUGNGzfGdz/MELODZbp1645333tfVGMfeWi6qCK//MqrIugl5+UNmzbji88/wz8LFmDJkv/g5OSEhg3DhIv05AdKfo7MO++9h21bt+KHH74Xv7dJk6b4dfZvmDBxokk+J4ZhGIapDoq8giLJrYJhGIZhGKYWzJkzG9OmTsGqNWtrNM+YYRiGYcwB9/QyDMMwDMMwDMMwdgsHvQzDMAzDMAzDMIzdwkEvwzAMwzAMwzAMY7dwTy/DMAzDMAzDMAxjt3Cll2EYhmEYhmEYhrFbOOhlGIZhGIZhGIZh7BYOehmGYRiGYRiGYRi7hYNehmEYhmEYhmEYxm7hoJdhGIZhGIZhGIaxWzjoZRiGYRiGYRiGYewWDnoZhmEYhmEYhmEYu4WDXoZhGIZhGIZhGMZu4aCXYRiGYRiGYRiGsVs46GUYhmEYhmEYhmHsFg56GYZhGIZhGIZhGLuFg16GYRiGYRiGYRgG9sr/Ax6MX7LAL+uVAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"STL\")\n" ] }, { "cell_type": "markdown", "id": "fc0824b9", "metadata": {}, "source": [ "## `MSTL` - Statsmodels MSTL wrapper\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "4b635ce7", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:47.017776Z", "iopub.status.busy": "2026-05-03T12:56:47.017776Z", "iopub.status.idle": "2026-05-03T12:56:47.079591Z", "shell.execute_reply": "2026-05-03T12:56:47.079591Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MSTL: Statsmodels MSTL wrapped into the DeTime workflow surface.\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 MSTL ran univariate (96,) 0.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"MSTL\")\n" ] }, { "cell_type": "markdown", "id": "c50ca5cc", "metadata": {}, "source": [ "## `ROBUST_STL` - Robust STL wrapper\n" ] }, { "cell_type": "code", "execution_count": 9, "id": "85a38b5f", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:47.080594Z", "iopub.status.busy": "2026-05-03T12:56:47.080594Z", "iopub.status.idle": "2026-05-03T12:56:47.144442Z", "shell.execute_reply": "2026-05-03T12:56:47.143891Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ROBUST_STL: Robust STL-style decomposition wrapped for reproducible workflows.\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 ROBUST_STL ran univariate (96,) 0.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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g6kGUc+u2aV+joShIBTtB7Ic1cfFb/r7LnDzy9Mj+PakWKLDeunExpn38LqvmkmuzPLF0+UoI64d/+91PYa5QYi8z5mgUx+FwOBwOh5MXrCboJahXliTNM77/TOf27378A1FR0Tq3kXxRzuKla7K42hJ025Jla3P83dwgmaqTs64zNElO5cGffEwM9T6Sc68cev2379zTuY1cmeU8f/4y2+Cb9kurFroOwPYysx9jkd1rJGjMTq8enXVuyzw+R02Uko3Qod7RzE7K16/fyvZ3aUaxnD9/m87UATldxNnQNF5LhPq3MydlMlOmjO5z0fiazH3f12/ovla5BNhY3Lv/iDkry8n8ORDHFpUpXSpLP2xmMv+u/HdIwvy/N0Zh09oFuBNyHJfO7sOaFf+haeP60n3IZEz+Oc0JJdzRMx8nfX9TSJa/yfjHicPhcDgcDkdtWFXQK9KjW0cEBdbSMa7K7KT72qihTIopQiY+E975iMmP5f1+b078UMc5l6rI9Lv5YfPWXcyFV06J4kWlbRqN0rSJdrFNvPPeZ8wdmCpPJGH838SPdCSJFSuU05k7TDRp2R3vTv2cmUFllkI/ffocZ85e0rmtqpHHsRBk7jR2/BTmJiyaDImQ8ZLYsylSVdbTqDaaBzfSuf7DT7OkYJKSFH/Onp/t77Zv21InUJoxc5bO+0yE3gM//PQnG40k0rFD6ywmbpkTInT95KlzbLtYUT/m7Czv55z970Lt9ed0XffzQW7GxoaSPeTmLULzfjOrNFoENxZ+Nm+sM2Js2469Oi7ptL11+17pOikt6HcIquQuWroaL0OFgJaOA+0jag2Q9wXrk1FnR2Zzuqc59C5nR2YHaDI6kysdNm7eifMXtM7mRem4mnDmNofD4XA4HI5aUG+ZzMC889ZYjBojuMAS/85dyuS+YrWMRvyQ0+6I0W9LgQotKvcdOIr6dQVznjPnLuqMPiJ5IP0OmRTlBI0s2rVHMCoi59mz53SDTQrIaaSJnMkTX2fuymKwSr/Tom1v9pz6xiO9967WMTdzVZouZArkX6MqvL29WDB59vwlnUp2m1bNdHovjUVaWjqroNGFZKYkw6aZsGQgRKOK5EkHMvGpF6RNXihJaFg4M4zSB8ldad5sbrw2agiWrVgnOThv2LQd5y5cQuWK5XHx8jWEhWln1errzRzQrztWrt7Ert+99wBNW/ZgQQy5gsfGxTGHZ7HXnOayiowfNxIrVm2Q/o8C49Yd+sG/RjXmdk2uxySh/+Kz9yQzJnLNHvrKm5Ks+stvfsaqNZtRrGgRnL94WScpQ7+TnXOzoaEefOo3L168KHs/yD9/Af7VmXMzQX3q48aMwO+a0Tt0DCihUjeoNiiVQO93eVLl9bEjpD78Bw+fsPFNUz/8mvVhU7XUycmJJYbouInQZ69C+bJ5et30HqYkmrgfyWW6W+8RUnLry2lTpSp1dtBngcyqyFRLTNa17zwIdevWZiPILmRyhH//vTe5ZJnD4XA4HA7HmoPezh1bs8BClAhS4PfPnMWY8u7/pPu0a9MCK5bMxptvfyS5mdIie//Bo1kejxxv//p9OqsG5UZ2I4vEx/lt5ldZbm/apAGTZX/4ybc6wWnmgJd6KKdMGo/+fbpleQx55ZD+DnKy1gdViDOPcTIW8tdIRkFnzl7Uez+qYs3+8weDLerpucksSh859UrLoffXl59NxYeffivd9uDBY3YhBvXviRWrN2b7+z9O/4wFM+LroGOdOUEiYmen/ShTwLd88WyMHvOOVB0mFUB27zmibZvmzDSM5gqLigEKjOkip25QLcz9Z6Yict38QskgJ0cH9r7NLE2mv5kSTvLX9eGUCcxkbvnK9VLgK1a35QwZ1IcFiJmhBBMlFuiij3cnjtNrAqcPel2D+vdi5xi5OZnIe5PG5xr0EvS5pM8uudETCYmJOHrsVJbnIofsEUP75+m1cTgcDofD4Vg6Vhv00sJw4oQxGP/WB9Jt/8xZgnGvDZeqvaJc8uSRrVi5ZhMb00JjS8LDI9n/+fp6M6dhGgU0sH/PAs3XdXCwZ89HUuJ2bVvgleEDsg2qhg3ui+AmDTF/0QocPXYa9x48RFxcAquI0oK5ccO6GDl8QLYjmE4c3oI9ew/h5OnzLNgnd+GYWKFSRhXf6tUqs37k4UP6ZXHJNRab1i3A3n2HcfzkWVy9dhOPHj9hCYn09AzmLlu1SkW0aR2M0SMH51pRVwOvjhqMihXKsjm6FHTS+44qkm+MHYHatWrmGPTS+4lmvJLUm+5HCQCq3qakpsLL04P1eterWxsd2rVCi0xS6oCa1bB/9xqsXLWRyXivhtxAZGQUnJ2dWXWR+qOba6TAIvTeCW7WkLkV0/geks1TgoX2c51aNVk/db8+XeHgoB2VZExcXZyxYsnf+GPWPKxZt5m9PlIstGvdHFPfezNL/yolRH796UtWMSd1A/U2v3wRJiVNaJzS8KH9JEm0SONGdVkCgILrK1evs6o/zVW2t7ND0WJ+qBtYG8MG90HrVs3y9fo//WgSM4ujSi29rwvikEy9xmQ6t23HPqxaswnnzl9i46zsbO1QsmRxJr8ePXIQlzVzOBwOh8PhyLBJTE5V76BTDodj1RQvq53zS7ObaZQVh8PhcDgcDoeTH6zSyIrD4XA4HA6Hw+FwONYBD3o5HA6Hw+FwOBwOh2OxWG1PL8fwrFy9Ee+8Ny1P9538zuuY/I7WgZjD4XA4HA6Hw+FwlIAHvRyDQeZT+sYp6b+v7txgDod4/lC/ezeHw+FwOBwOh5NXuJEVh8PhcDgcDofD4XAsFt7Ty+FwOBwOh8PhcDgci4UHvRwOh8PhcDgcDofDsVh40MvhcDgcDofD4XA4HIuFB70cDofD4XA4HA6Hw7FYLCroTUtPR1xCEvvJ4XA4HA6Hw+FwOByORY0sSkxKwZ1HoahRoThcnRxM/XI4HA6Hw+FwOBwOh6MwSSl5G4tqkZVeDofD4XA4HA6Hw+Fw5PCgl8PhcDgcDofD4XA4FgsPejkcDofD4XA4HA6HY7HwoJfD4XA4HA6Hw+FwOBYLD3o5HA6Hw+FwOBwOh2OxWJR7M4fD4XA4HA6HY0hSU1Px6NEjJCYmIi0tfw6yHA4nZ+zs7ODs7IwyZcrA3l65UJUHvRwOh8PhcDgcTh4D3tu3b7OA18bGhi3QORyOciQnJyMpKYldKleurFjgy4NeDofD4XA4HA4nD4gVXm9vb5QrV44FvhwORzkyMjLw4MEDREZGss9bhQoVFHlc3tPL4XA4HA6Hw+HkAbHCywNeDscwyD9f9HlTCh70cjgcDofD4VhIhWTv/iM4deaCqV+KxUI9vCRp5hVeDsdwiK0DSvbM86CXw+FwOBwOxwL46dd/0HfwOHToNhT/zFli6pfD4XA4qoEHvRwOh8PhcDhmztHjZ/DtD39I16d+/C0WLllt0tfE4XA4aoEHvRwOh8PhcDhmTHh4JMb+byrS09N1bp/43udYsXqTyV4XR52MGjUKrVu3NvXL4HCMCg96ORwOh8PhcMy4j3f8xI/w+Mkzdr1K5Qro0qmN9v/e/ggbNu0w8avkqIlff/0Va9euNclzkxPv559/DjVByaLMCSOO5cGDXg6Hw+FwOBwzZda/i7Bj1wG27ejogLl/z8D8f2aifZvm7DZazL82fiq27dxn4lfKUQteXl7w9fU19ctQBcnJKYiIiEJ4RCTi4hNYoohjmfCgl8PhcDgcDscMOX/hCqZ99ZN0/etpU1CnVk04OTli0dxf0bJ5Y3Z7amoqXhkzCXv2HTbhq+WoUd5MVVeqvm7YsAE1atSAm5sb+7+bN29K99+/fz9z0924cSOaNm0KZ2dnVK1aFWvWrJHuc+/ePXYfum92lV163Pv37+OLL75g99V3f2NCCaHY2DhkQAh0ExISEBkVjZSUVKiNw4cPIzg4GB4eHuwSGBiIHTsEBcfz58/ZMS1atCjc3d3RrFkznf1Kgfy4cePYMXNxcUH58uUxYcIExMTESPdJSUnBu+++izJlysDJyQklS5bE4MGDdR5jxowZqFSpEhwdHVG5cmX8/PPPOq+Rji+9jq+//holSpRgiZWRI0ciNjYWasDe1C+Aw+FwOBwOh5M/omNiMfr1ydICvXvX9hj76lDp/11cnLFswR/oP/R1HDtxllW0ho1+G6uWzEaL4EZ8d3MkXrx4gVmzZmHJkiWwt7dngcurr76KQ4cO6eyld955Bz/99BP8/f3x77//YuDAgTh79iwLwPICSarpvoMGDcJ7773HbjNFxZmC3fD4eMTFxSExOTnL/7+IiYazkxNcXVwMMprK19UVtrZ5rztS0qpnz57suMyfP5/dduXKFbi6urJAvU2bNqhZsya2bdsGb29vrFixAh07dmTHplatWixgLVq0KBYtWsSC0evXr7Ogl/7+efPmscf7/fffsXLlSixevJgFtvSeOHLkiPQa/vrrL3z66adMGk/Pt3fvXkycOJG9htdff12637p169h7h4JuSoRQ4ExB9ldffQVTw4NeDofD4XA4HDOCFrHvTv0Cd+89ZNfLlC6JP2Z+mWWB7ubmihWLZ6HPwDE4c+4SEhOTMHjE/7B2xb9o3LCuiV69ZVIzqA2rGmYHqyWSdJYqnAo/t7u7G66dL7h8PTExEQsWLEDx4sXZdQpIR4wYwW6nqq7IlClT0KdPH7ZNVT8KbCgIXrhwYZ6ehwJcmr1K1UgKvkwFBbxVvvrYZM9/69NvUMTdPc/3p4psREQEC3ypWkuIPykIjoyMZIEuJSyIjz/+GHv27MHs2bPxxx9/sAD7m2++0am+03Wqws6ZM4f9P1Xgq1WrhlatWrHzSLly5dCgQQPpd7777ju8+eabrGIsPn9ISAh7HHnQW7ZsWakCTMqBAQMGYPfu3Tzo5XA4HA6Hw+Hkj8XL1mH1uq1sm4KIObN/hLe3l977enq4Y82yv9Gj/6u4dDmE9S0OGPoGNqyag7pBtfiuVwgKeGNyCHrVDElZxYCXKFWqFEusULWPgh8Rks3Kad68OQ4ePGjU16oE5ta36+PjgzFjxqBTp06sykoyYko+VK9eHadOnWLyZqrwyklKSoKDg4N0fe7cufjnn39Y9ZXkxmlpaew+z549Y8d79OjR6NChA5Mt00+qFPfo0YNJmaOjo/Ho0SO0aNFC5zkoQP7ll19YUE6SayJz1Z8emwJwNcArvRwOh8PhcDhmQsj1W5j6sbZq8/H7b+VataWAeN3yf9G97yiE3LjNpNFvvPUhjh/caBD5pjVC1VZ9ZOgJsmiPK7nfs3vuvCIPjiB7bflxNBblupn/VuoVVRvOtjY4MeE96XV7e3rqHI+U1BTExcUjTfb329rYwt3dFQ72uvuqoPLm/EJycpIT79y5E7t27WJSY5Ik0zGiCu2mTVlHk1H/LrF69WpWjaWqbNu2bZmRGUnXX3vtNSRr5N1BQUG4e/cue+x9+/ax56LnOHbsWL7eq/reS2pxxuZBL4fD4XA4HI4ZkJCQiFdff4/9JNq0aoZ3JryWp98tUsQXG1bPQZtOg/Dk6XNcv3kHFy+HILB2TQO/autAn7w4LS0dUVHRSM/Iuuj39PBgbtvmxNGjR3UqedTzGRAQwLapZ5R48uSJ9P9URXz69KnOY1DlkKqMpoL6Y5MSk+Hn6pbjccjw8kZ8fAISEoXPGmGbbgMfNzeTJYqoP5cuZDj1xhtvsD7st99+m0mcc5KMHzhwAHXq1MHUqVOl25YuXZrlfvQYVEGmy0cffcQUANS7S9fJ4IoC5V69euk8LikBxCqv2uHuzRwOh8PhcDhmwMfTfsDVEMFVt1hRP/z9x/R8GeIUL1YUQwZqF618fq/hoIpnTGysFPDa2drBRdYfS5VEc5PZUh/v+vXrmRESBVBklDR58mSpqkjuwnSfCxcu4MyZM6xnVN4TTJB8loIn6iENDQ01aiWY9ndsbLx0nVyKs0s8UGBLPfFenp7SZ4yOpSkq17du3cL777/PHJxpv1H1lfYhGYoNGzaM7dNu3boxN2eSL584cQLff/+95K5NvbVXr15lRmJ37tzBf//9h7///lvnOX788UdmZEYGWVTxJTk0tU6QhJr48MMP8eeff7KKMzl7k1Sagm4Kjs0FHvRyOBwOh8PhqJxnz19i3qKV0oL87z++Q7GiRfL9OD27d5S212/aYXaBlznAgqu4eFZVFI+Xh4c7XF1dYKcJoNLS06SKvbkwc+ZMTJ8+nVUNKYBatmwZk8WKUKDk6enJen+HDBnCjI+KFSum8xgksSXXYArYqDosdwg2NGTklpqWKsmV3VwF+W9OODjY6yQrkpKyuj0bGhojRYEmOSGTlLlfv35sdBQ5KlNSgSqujRo1Yq7J9P99+/bF8ePHmWEVQdLm0aNHY+zYsezYkRSaglw5dNzo+NLj1q5dmx3fVatWseNEjB8/Hl9++SW+/fZbdhsZW9G23MRK7dgkJqdazNkuLiEJdx6FokaF4nB3dTL1y+FwOBwOh8NRhIVLVuPtydPY9sB+3fHPn98XOCCr17SL5Px8aM8a1A6owY9SHqFKGCHKevVBwWxcfLyOmRjJegnqoaSeaoJ8nL29PVlFTc2QSzMZKFEFUAykzA2SVEdGRkszeT3c3dk86zyPOIqIlI6Zj49XvhQWHMN81pJS8ieT50eMw+FwOBwOR+Vs33VA2u7WpV2BH4eqjr17dJKuc4mzsiSnpOgEvDTrVQx4Cdp21Jj9UABGbtoc48iaxYCX9n9++qkpwJUfM5p5zTE/eNDL4XA4HA6Ho2JIlrn/wDFJbkkGVoWhlyzoXb9pJ5c4K1hNjNFUccUA18VFt6eVoF5RwcNZqPzyIMqwkCSZHJm1vbr5N6Oi/l/543HMDx70cjgcDofD4aiYQ0dOIj5BqAgGN23I5LKFgRyby5crw7Zv3b4nmWNxCldNJNmy2CNNkmUPd/3BFf2fqywYpsqwmnuraS4svT5zlDaTNFmn8k591Xb5D3+oMiweSwqgTelAzSkYPOjlcDgcDofDUTE7du2Xtjt3bF3oxxMkzjJDq407Cv2Y1owgn42TAiHav5SYyKmaSBVgsS+Ufi9RNhqHoxxyl2x7e3s4yyq2+YGOpVymnqSZb8sxH3jQy+FwOBwOh6NSaMEu7+ft1L6lIo+r09e7mUucCwPJXeVBEJkk5WZOJY7EEYmPT2RzfTnKQckE+XFxL+SMXWeZ8RUdczVX5zlZ4UEvh8PhcDgcjkq5cu0GHj1+yrarV62EihXKKfK4QYEBKFe2NNu+cfMOroXcUuRxrZHEpCRp283VNc8mSWSO5CAzSIqXyXA5hUce8FKF196+cC7ZVCmWV+e5xNm84EEvh8PhcDgcjkrZIa/ydmil2ONSxauXbGYvVXs5+YcCH/k8XmfnvMtn6f7usmovBWkpKdwZWCnkhlN5HU+U2/FykkucuaGVWcGDXg6Hw+FwOBwzCHo7d2yj6GPL+3r56CJlAqv8ymdJBu3irDW1ipX1oHIKDiUixEosVWepSqsEmV2c+bEyH3jQy+FwOBwOh6NCXr4Mw6kzF9i2t7cnGjUIVPTx69WtjbJlSrHtkBu3EXKdS5zzAwU8OkGvY8FMkshRWC6b5RVEZaXNVJ0tTC+vHJJI22v6tdMz0pGSIlT5OerHJEHvg0dP8e+CVRg78VN0GzgO7XuPxivjP8CCpeuQwN3rOBwOh8PhcLBr7yGpktShbQvFqlXZSZxpZi8n76SmpiEtXagm2tnaFbhnlI6Dq4uL1TkD0wikzz//3PDJCAWkzdlXe7X93ObE/Pnzc00E3Lt3j91n/36te7ySY7BGjRoFiw96t+zYjxXrtqJ0yeIYNawv3hwzFOXKlMQ/C1bijXem8QwXh8PhcDgqhkyPfvtzLqtEcsyvn1dOL5nEeSPv680XSclJhZI2y2G/D80c2JQUNl/WUJgi4DB2MkLcf5SMyM1JO7/Ig+jk5BSzlDgPGjQIT58KBnnWgrIpwzzSukUjjBjcS6d5v0/3DihbugQWLFuPTdv3oX8vrZU+h8PhcDgcdfDs+Ut06jkc0dExWLZyAw7sWqUzv5KjDMnJydi7/wjbpkV7+zbNDbJrG9SrgzKlS+DR42e4GnKTOTlXq1rJIM9lSVCgk5yUolg1UZgD6yBVeemnvNfXFO8/c/1c60ibC5mM0AdJ0cl1m5IT5LpNz1fQ+b8F7Vemc0Jh/i4XFxd2sSZMUumtWa2yTsAr0q5VU/bzzr2HJnhVHA6Hw+FwcuOzr35iAS9x7fot/PrnXL7TDMDR42cQExvHtps0qgdvby+D7GdaOPfUkTjvMMjzWBqsGpshVBNJdq5ENVGngmggZ2Cq8B44cAALFixgx54uJHUlqfGHH36It956C0WKFEH9+vXZ/W/duoV+/frBx8cH3t7eaN++PS5cEPrMCZK+0mNs374dLVu2hKurK/z9/bFt2zad56XfadasGZMGV61aFStXrjRgMsJw0mZ9j2voHmw6ZlSd/+uvv1CpUiW2Dx8/foyJEyeidOnSbJ/XrVsXq1ev1vm9b7/9Vrp/0aJF0bFjRyQkJGQrb6ZjUqVKFTg7O7NjdfHixTzJnTPL1JctW4amTZuy9wu9b9q2bYszZ87A1KjKyOpFaDj76etjmBM7h8PhcDicgnPk2GmsXL1J57YZv/yN23fu892qMNt3aReWnQ0kbRbp3UOrruN9vXlD18BKmcCKqodiIJIicx9Wkl9//ZUFJAMHDmTyVrqQ1JX4448/4OnpiSNHjmD58uV4/vw5mjdvjmLFirFA+cSJE6hZsyYLwOj/5Lz//vv46KOPWHDboEED9pgRERHs/yjQ6tq1Kzw8PNhjLFy4ED/++CNevHih+N9HxlJSMsJOmWSEPpg5lpHk6AQFjVu3bsWaNWtYMDpixAi2r1esWIHLly9j/PjxGDp0KHbsEJJWa9euxXfffceO982bN7Fr1y5069Yt28c/d+4chgwZgr59+7LHfe+991hQXRASExPZe+H06dM4ePAgypQpg06dOiE8XIjzrErerI+0tHTMX7KWvTk7tAnO9f7PX4ThZahuL1GGjS1g74KU1DQkczc1DofD4XAUldS99+HX0nUvLw9ERcWwxf87Uz7H6mX/KC4jtFaoWrVthzbobdumuUHXNXVq+6NkiWJ4+uwFrl67gasht1ClcgWDPZ+5Hxt6n1Mvp4ijkyM+WxSDG48LH6SmpWUgQxO02dpGSa7OOVGttB2+GO6ep8enoJZkyyRtLV68uM7/UbXw66+1n3Gq3pUrV45VGEUoiKLgiwJXCozEftaPP/6YBTZihXHRokUswKXbFi9ezALgJUuWwM/Pj91n7ty5qFOnDvt9JXti5cZSVI3N7rFT540E4oSgvKC4pVPvsPD4KXa2sKU4JNdf8oH96IUFej7aj15eXqzSSokJSjxQNZUYO3Ysjh07ht9//51VdKkqW6JECbb/KZlStmxZBAYK7u/yfS7+/Omnn1iy4vvvv2fXq1WrxqrJb7/9tnR/+e9k3q/y2zL3i9Ox9vX1ZdV/Cswz/16ulftsz3025hn0/jp7AS5fu4nXRw9C+bKCfX5ObN6xD3MXr9G5rWLF8nh/8luIjo3nZlgcDofD4SjIwsUrcS3kJtsuXqwo5s/5Df0Hv4a4uHgcOnIS8xatRu+eXfg+V4A7d+7j/oNHbLt8uTLw9SuC8MhYg+7bDu1bYeHiVWx75ZoteGPcKwZ9PnMlLT0ddra2rJdTqs4CuPEoDWdvK52YoOA3DxXEjNyDhyy/oidwadSokc5tp06dYhVAqtDKocotVQ/lj0EBlbhdsmRJ9vPZs2fstqtXr6J69eos8BHvExAQwAI48bUoAT1Mcoo2GeHgYJ/9Y9M+K+Tz2bAgV0h0UPBrk4eisk0Bj1WNGjVYwoK26bhQEpIC2cx92BUrVmT3GTBgAAuASXpMkvR27dqhd+/e0rHMHPTSMSJ5uvy1BQcLRci8BL3yx6JK9FdffcXeO6GhoawKHh8fzwJx+e/lJeFBn7fszn0+3rrvS7MIesm1ec3GnejVtR1GDu6dp9/p3qkNGtevk7XSS1ksd1e4uZhn8z2Hw+FwOGrj+YtQ/P7XHOn6159PQf0gf3zywUR8+Ol0dtsPM/5Ar+7t4efrY8JXahksPXlK2u7coTX8fPK3uCsIA/p2k4LeXXsO4KOpbxr8Oc2R0Oe2Ogt10SipWhm7/BaesoUCGhE2EzYXBQVVevOrshD7eeW4ubnp3EZ/p9hLmhkKwOSPQdVjcVv8KVbF5c+Z3WtRAmYspTk2Drn0Wdu/WrBqa2YiIqIkObW3l6dB5NS0f+THhoJId3d3vX2yokSeJMXXrl3Dvn37sHfvXnzzzTesZ/vo0aMoX758lmMlf67M2+Jxlv9t8vvRfhdvo+CWqsuNGzfGv//+y6rN9N4gST0F5ZkfP7djTwkmX2/9Kob8Ji1MHvTOWbSazeft1rEVprz9Wp5/r3gxP3aRE5eQhDuPQuFgbwdHB5P/aRwOh8PhWARfT/8VMTFCtr1Viybo36crW6yMe3UI1qzbgtNnLyI8IhJfffsL/vr1G1O/XLNn955D0nbXzm2MsqYJblJfkjhfuXodDx8+RuVK5Q3+vOYGteOJ63Tq6WS9nTY2+HKEcomJ2Lh41hdJuLo4w9VVWZddCkKoX1hfwCO/jeSuJE0VzZL0kTkw0vd4VNX9+++/mcSZqr3ElStXEBUVlafAp2CuzU5GabegpEeC5ljR87tls5+UQPx7GjZsiJiYGMTFxSEoKCjb+5MhVZcuXdjl66+/ZnL2devWYdKkSVmCXjIfI3m0fJ9RgCzehy7U201QH7h4P6rmi9fpEhISwnq1KciuXbs2uw9VeMPCwrJ9j+T2N2d3/ktKSTMfIysKeEmi3KVDS3wwaRzvBeJwOBwOR4UuwitWb5Rcan/45iPp+5oy/7/M+FyqACxdsR4HD58w6es1dyIiInHi1Dm27enhjqaN6xnleal3tEe3DtL1DXxmr16iYwTncrGX1xCBldwYiwIppefAVq5cmZkMkUSZ5KfyPlg5EyZMYM/dq1cvHDp0iAUv1Ev66aefsut5hfo4Sco8fPhwZpJ0/PhxvPrqq4qOzCF5sU6ftaMDjEFmF2djzOwlN2SSLPfv358ZVt25c4dVff/880+WXCDmzJnDKq20v+/fv8/6qaOjo1lwqw8KhEk2/cEHH+D69etYv3496/OVQ8eLJM8zZsxgj0vPOXLkSBZci5Ccmq6TKdrt27fZ+4QMstQwHslkQS8Fu3Tp3K4FPnr39Tw16nM4HA6HwzGdedX/xo1A9WqVde5Ty786Jryh7f989/0vkZiofxHNyZ09+49Irr1tWwcbdVaqroszH12kD3Fcl5KuzZmxt7eT1sX0XlDaxZmclkl2SmOJaJQNjZjRB1UGqfpHP2lsEfXlUgBLQVapUrn774hQlZjMr6jSS33Dw4YNY0GWWDlUApLOioJXRwcHo8UVlPATk34kO5ZL0w0FJVo2btzI+nYnT57M+n3JmXnTpk0soUHQqKB58+YxeTo5bs+cOROzZ8+WzMYyQ++FpUuXYtWqVcxgbPr06fj555+z3I8q/yRtp5FGFMy++eabOseRjMrocchsiwLs119/nQXSSh7rgmKTmJxq+JREJqh/d+af81C8WBGMHTkAtra6WTIfby80ytSvmxdEeXONCsXh7mq8IdEcDofD4Vgis/9bjA8+EXp2S5UsjhOHNsHD3S3L/cjMqmnr3njw8DG7PvXd8fho6gSjv15LYMz4KVi9bivbnvXbtxgysJfRnpsW7f512+LZ85fs+rnj21CxQjmjPb/aCbl+i8lyq1apiDJlysHHx8tgKsW4+HgkJAiyWRdnZ7i5GU42awlERcdIvaV0jiJ5s7GIT0hAfLww/5aqnO78WCkCfdYIkscrIW82SePrtRu3JWOMr2fMyvL/devULFDQy+FwOBwORxmev3iJb7//Xbr+9bQpegNeghbkM7//FP2HvsGu//z7v+jXu0uWqjAnZ6hKtGvvYbZNwVSHti2MusuYxLlre/w7T6j8bd2xD2++zl2cRVat3QL/6hV0DKwMBVWRxaCXJM7U18tHgmWfrJHMlGBjVHUE4ejgiHgIQa/4OjjqwyRB7yfvjWcXDofD4XA46mTaVzMRrTGvatm8Mfr06pzj/du3bcEC3TXrtyElJRXvTP0CW9bO5+1L+eDEqfOIiopm2w3rB6JIEcH0x5i0a9NcCnpPn7lo9OdXc2BFQe+0D9/M0stpSNksSZtF2Sw583KyQr208l5eYycH7DQzesnFWTxevG1TffBGWg6Hw+FwODocO3EGy1dpzat+/PbjPC0kv/3yfXh5eQqPcfwMFi9fx/dsPtixa7+03alDK5Psuwb1tEo7cuXmCJC5mCjfp3qiIUbTyKHPW2ZDK05eXJuNP7KUjhXNBBaRzwrmqAce9HI4HA6Hw8nWvGr82KzmVdlRvFhRfPHJJOn6Z1/OwMuXYXzv5pHtuw5I2507tjbJfqPqcvlyZdj2w0dP8OJlqEleh9pYuWaztG1jq9yYnZyQB3DJSdoZtBwtVFkVzaOE4NM01XAHmVs0KV046oMHvRwOh8PhcCSWLF+HK1dvsG2a2zp1cv7akUYO648mjeqy7cjIaPz1z0K+d/PAnbv3cePmHbZdpnRJ+NeoarL9Vr+uMF+TOHPuEqwdks+u27hdum4s8SxVk+3thAoiSWd5MJVLlVczM9kUyINt6uvlCQr1wYNeDofD4XA4Ems3aBf3X3w6OVvzqmwXFra2+O6rD6XrcxeuRExsHN/DubBj90Fpu3OHViY1LapfTxb0cokzdu09xBI4hK2dHevZNFZQozMHlkucc+znNYW0WcTO1lZndFFaWrrJXoslkJGRwar4SrYR8KCXw+FwOBwOIzYujvXzEi4uzujZrUOB9kxQYAAzvyLImGnxsrV8D+fC4aOnpO0O7VqadH/p9vXySu8qmbTZ3d2NLcgfPHhglMBX7kRMs2h5BVELyZrFGcaUbCP/AVOSudrLKRjyzxeNgFIK0747OBwOh8PhqIbDR04hOVlYrLVo1gjOzgWfdfnW+NE4ePgE2/7r74UYO3qIyRelaub8BWEmJdG4YZBJX0udWjXZsaKg4uy5S1btRkszqLdrDMbIGbheUCBCQ18iMjISUVFRBje0IuSV5adPHvPRRdJ+yUBGhlBRJWUE7RtTQseIjpX4eqz1M1NYKJEhBrxlygj+AkrAjwaHw+FwOBzGnn3CjFhxdE1haN+2udSXSoZIGzbv5Hs5h5nIj588Y9sVK5SFt7eXSfcVVfkD/KuxbRpbdev2PVgrZ89fliS0LYMbw8/PF5UrV4aXl5fR5sFGR8fg5q277PL02QujPKc58PjJU2m/JMpkzqaCArWbt++x10OfGV6VLxj0uaLPF33OlEyU8pQrh8PhcDgcxp79R3SC1sJAlY4333gFb77zCbv+21/z0LdXF16l0sO589oqb72gWqp4NzaoWxsXLl6VRhdVq1oJ1oi8p7lhg0D2kxbiFSpUMNprCAuLQK9B41nl3dXFBTcvH4SbmyusGQoou/cfi4iIKFZRfXTrJFxdXUz9sjDl4+9x/OQ5tr1j02I0biiY+nFMD6/0cjgcDofDYe7Bd+4+YHuiQvmyqFSxXKH3Sv8+3VCieFG2TQGUvG+Vo1tNFAkKVEfQW1/W12vNZlanZe7VDesLQa+x8fPzQZuWTdl2fEICtu3cB2vn4aOnLOAlqletpIqAl2jVQjhOxP6Dx0z6Wji68KCXw+FwOBwO9uyTVXnbBCtSkSU31dfHDJOu//7XPL6n9XBOFvSqpdIrH1skD/ysDXnAX0+2T4xN395dpO0167fB2jl/UauOCKzjD7XQppUs6D103KSvhaMLD3o5HA6Hw+Fgt6yft22bYMX2yOiRg+CukWLu3HMQ10Ju8b2dSaZ5TmNiRYmGwDo1VbF/qlapCE9PD7ZNc5sTEhJhbVCftdhDS/vD28vTZK+lW5d2krEc9d5b4/GQI0rvRbd4tUDJIvF8d+r0BeaIz1EHPOjlcDgcDsfKIaOeQ4dPsm0HB3u0CBbGDSkBBQojhvWTrv/59wLFHttSZJqhYeGSTNPdLX9zkQ0F9UmKVWfqJb14+RqsjdNnLuitfJsCTw93NG1cn22Twzr1WVszOpXe2upIFIlji4KbNZQ+N0eOnjb1S+Jo4EEvh8PhcDhWzvGTZ1mvINGkUT14uCsbeL0xZoQ02mXlmk149vyloo9vzpy7oJU211WJtFmkQT2ZxNkKgyz5jGL57GJTEdy0gbRtzf3xpI64cPGapI6oXasG1ERrTf81sf8Q7+tVCzzo5XA4HA7HypGPKmpfyFFF+ihfrjR69+goVan+mbNE8ecwV9TYz6uvh5Xm9Vobp89dVFXQ21xTQSSOHLPeoJdk56I6olqViqpRR4iIpmPEgYO8r1ct8KCXw+FwOBwrZ7fMxKpdIUcVZcdb40dL23MWrOC9bnqcm9VX6a2jt+ppDZA09cIFoW+UemnFucWmhJIiNEOZOHXmAhITk2CNnJf18waqqJ9XpHq1ypJr/dWQm2wON8f08KCXw+FwOBwr5snT57h67QbbpoVaQE3DLO7JbKZFcCO2HRUVjcXL1sHaSU9PlxbwNPu1ln91qIliRYugbJlSbPv+g0cIDRWqa9YABSui5D+ojj/r1TQ1jo6OaNQgSOrDP2OF1ffM/bx0bNQGSa51Rxfxaq8a4EEvh8PhcDhWjHxUUdvWyowqyku196+/F7JqmjVDc5Gjo2PYtn/NqpI7r5rQGV1kRX29p89o/9b6dU0vbdbf1yuYz1kbYgWeCKytvqCXaN2yibTN5/WqAx70cjgcDodjxRi6n1dO+7bNUaNaZbb94OFjbNy8C9aM3MRKbf28IvVlEmdrqizKA3w19POKNG8mqCWII8dOW6WJlaiOoARdHRU5N2dnZnXg0HH2ujmmhQe9HA6Hw+FYKVRp3XfwmDSiRr5QMwT0HG++MUq6/ttf86x6MSjv51Vr0Ct3cD4jM3aydM7Igl554K+GyruoCDh5+jyTOVsTNDf5ZWgY265SuYLiTvNKUbJEMSnBRy0kN27eMfVLsnp40MvhcDgcjhUHXdRfKy6mfX29Df6cA/t1R/FiRaTePGusVulzbqaeZzVC8lFx3NSZc5dZH7KlExUdgxu37rLtYkX9ULZMSagFJydHNKwfyLbJyOrseeupvptDP6+cVvLRRbyv1+TwoJfD4XA4HCtl916ttLmdgaXN8kX762OGS9d/nzUP1lplv3gphG1T5a5m9SpQI66uLqzfmKAEye0792ENyQhRgUBVXkP2uReE4KYNrXZe73lZP28dlfbz6u3rNbN5vbEJ6exiSfCgl8PhcDgcK0Wnn9dAo4r08erIgXB1cdG8hiOIiY2DtXH95h3JHbhOrZqqcAfOjgZW1tcr7+cVq6pqQnder3UpJS5cumo2lV7qvxZVEoePnFStcV9GRgYevEzDhmOJmLYoFj0+j0D9t8Ox8bhljcTiQS+Hw+FwOFZIWFiE1FPq4+OFukaU13p7e6FFc8GQhxaCx0+chbVx7vwV1Uub9bkXy3tdLRWagStSX9bTrKYkBCkmiBOnziE52Xr6ei/IZvSq1cRKhPqNG9YXPjuU2FNLwig5JQPnbqdgzo54vPlnNIInh6P9hxGYMicWyw4k4vqjNJDQ4extdQbpBcXe1C+Aw+FwOByO8dl38Kgk4WzTsplUkTAWLZs3xo5dB9j2wcMn0KFdC1gT52S9mGo1sbLGsUX0mThzVjg2JGuuG6i+Y0Ny+Ab1AnHk2CkkJCTi3IUraNywLiydZ89fsgtRuVJ5eHl6QO3QvN7jJ89Jo4tMcZxeRKazIPfc7VT28/L9VKRkE8862AEB5e1Rt7I9WtQSEiuWAg96ORwOh8OBtffzBhv9+SnoFTl45ASs2bnZmFX2glCtakVWtaJq1eWr15mBkhpnCivB/QePERoWzrbJfdfTwx1qhOb1UtAr9vVaQ9B7/oL5mFjJ+3q//+kvtr3/0HG8P/l/Bn2+lNQMVqk9ezsF5zVB7uOw7HtzfT1sULeyA+pXoUDXAbUq2MPJQV097ErBg14Oh8PhcKwMcuDdu/+I0U2s5ATUrMbcosPDI3Hx0jVERETCx8fw7tFqgMbMUPBIUDBZtUpFqBlSAdQNqsUq8ikpqbh0JUSVva5KIB/LpKZRRfr6en+YOYttU/A7eeI4WDrifF7RVdwcICm6u5srYuPicer0BcTGxcHdTbkxS6FR6Th3RxvgUhU3MRu1u40NUK2UHepWcUBQJXvUr+KAcsVsVWfUZih40MvhcDgcVXLr9j2MGvcuivj54pcfP0eF8mVM/ZIsBgq4XrwUZl3WCqiOEsWLGv010MzeFs0aYcPmnUxSevjYafTo2h7WwNVrN1jwSATW8Wf7whwW7xT0ihJnSw165fJt+YxitUH739HRAcnJKThx8hxSUlJUbYamtIlVYKB5BL10TIKbNWStHORfcOToaXTq0KrAVdyQRxTcpuLCHSHIfRSafRXXw8UGQZWFCm7dyvYIrGgPdxf1n2sMBQ96ORwOh6NKpnz0DS5fEaphbToPxPx/ZqJVC+0ICI5Crs0mqPLKJc4U9BIUUFlL0Es9mCJq7BnVRz1ZX68lm1mdPiMLelUc2Lu4OLNK9LHjZxAXn8CqoJaaiNBnYmUulV6idcumkn8BjS7Ka9D7LDwN5++kai4puHI/FUkp2d+/ckk7FtwGVXJAvSr2qFTCDra21lHFzQs86OVwOByO6jh6/Az2HTgqXY+IiELfwePw1bT3MH7sCKuRYxmK3Xu10ua2rY3fz6uvr/eQpopobf28ajexsqaxReSCfPHyNbbt5uqi2tnJ8r5eCnqJw0dPWnTQ++JlKJ48fc62K1YoC28vT5gLrVs0lbYPHDyu9z4JSRm48oAquClSoPs8IucqbmAlCnCFSm6divbwcrPeKm5e4EEvh2Mk7ty9jz9nL0DRokXwxtjhZnXC5nCMzfQf/5C2RQOdtLQ0fPTZ96z/8+cfprFKByf/RMfEsjEn4sK+SSPTGeBUqVwBJUsUw9NnLxBy4zaev3iJ4sWML7U2qYmVmQS9JIEvU7oEHj1+hrv3HrKRV35+PrAkSFlC/dZEUGAtozua5xdqD5jx899sm2Szk94aC0vl/AX5fF51G79lpkb1yuzzQ87TV0Nu4vnzUMSmezOJ8sW7QhWXzKfSsolxKcdbtZQdC3IDKwpSZarq8ipu/uBBL4djhMzxb3/Nw48/z5a+TP+btwyffPAWRgztp/ovVQ7H2Bw6cpJdCC8vTxw/sIEFu+s2bme3LV+1Eddv3Mbieb+hdKkS/ADlE5IRU28Z0bJFEzg6mm4sBVXsWzRvjJWrN7HrdNz79+kGSyY+PgEh12+xbTLyKl+uNMwFmtdLQa9Y7e3YviUsCXPp5xWhyq6Dgz3rDz9+8iz7XNvb21t+P6/K5/NmJiI2AzUbD0JMSDzsvWui4+epSEiJzPb+Pu42rIJLMuXAyvaoU8G6e3GVgu9BDseAHDtxBi3b98fX3/0mBbwEjUN4Z8oXaNVxgLS453A4wozM6T/+Ke2Kt8aPYpXAuX/PwGcfvSPJmqknsk2ngWyhx8kfe/cdUUU/r0jLYNnoIiuQOJN8ltyzxVFF5iTVt/R5vadlsm01OzeLuLq6SMeE3IHlPa+W7NwcpOIRX4nJGThzMwXzdibgnb+j0faDcDSZFI4r6QPgVu0VOBVrhIQUe525uLUr2GNEW2fMGOOOXd/44PjPvvj7bS+M7+6KZjUdecCrEJaZDuJwTExkZBQ+/+ZnzF+0Suf2Lp3a4OXLMGmxQFKqHv1Go2e3Dvjys/e4O62JINksyY541dD0UNBz9Phptu3j44XXxwxn2xQYvPv2WDbmZuz/pjKJLrkP0+fnx28/xqgRA038ys0nqbB7n2nn8+Y4r/fwSSszsVLv4l0f8kDwrAX29coNuuQ9zGomuGlDHD95TprXaw7BekG4cPGK6iq9aekZuP00DZfuCjLli3dTcP1xGlLTcviduCdww2NMfq01c1OuWc5y5+KqDV7p5XAUXlCuXrcFDZv30Al4KZgiKeayBX9g5+YlmP37dFa9Etm4ZRcat+yBr6b/yma4cYwHBbttuwxGQL12mPLh1+wYckwD7ftvf/hduv72/0azfl455Hq5Z9tyVKtaiV0nWR+pJmb+9q/RX685cu/+Qzx4+JhtV65UHhXKlzX1S0K5sqWk10Gv7/4D4fVZKud0+nnVL6GVEyQbr3Tm/CWLOl/SvOjbd+6z7VIli7OLOUDzekWOHBMShpZGaGi4JKsvX66MSeZ503v9cVgatp1Owver4jD8h0jUfysM3adF4sP5sVh2IBFXHugGvF6uNmgR4IA3u7tg9gR3pJ4aibB9Q/Bw/xT0bpSKoMoOPOA1IrzSy+EoBC3U3n3/C+yRSQdpcTDutaH4+P23pcU73TZ4QE9079oOv/z+H36fNZ9Jn+ny06//YMnydVgy7zeLzdaq7Zj1HvgaM2Uh/p23DOXKlsZb/xtt6pdmlezdfwQnTp1n236+Phj76lC996tapSJ2bVmK1yd8gO0797PbyMzl9deGwc3N1aiv2dw4dkIrB28R3AhqoWXzRizgJajlo3y5PrBUzNG5WYQ+XzVrVMGVqzeYo/qduw9Y8sQSkDtSm0uVl2jUIIj18VI/L7VUWWJf73lZlZcSL8YgNCodl+6n4tLdFFy6l8ou4THZJ3kc7IGaZYVZuOSkHFjJAeWL2eq0LzStVwVbtt1nATTNVra0nni1wyu9HI4CUHW2e99ROgFvYB1/7Nm6DN999WGWahXh7uaGTz6YiBMHN6FX9446lcf/TfyYHxcDc+PmHXTpNUIKeEU+++onbN2xl+9/k1R5tY7N70x4jX1GssPL0wNL5/8uBW7xCQnYtnOfUV6rOSO6NhONG5rOtTlHifMRy+3rjYqOwa3b99g2ubnKFT/mgjwgtKS+Xl0TqzpmlYgQkyfkcn/pcggsjQuXhDFS4tpKaaLj03H0WjL+3hqPCX9Fo9XUcDSbHI7Xf4vGH5sScOBSik7AS3FslVJ26NPMCdOGuWHNJ14497sfVn/sjU+HuqNXU2dUKG6XpV+/WZP60rbYxsMxHpaVCuJwTMTW7fvw8NETaQTIxx+8jXGvDs1TtrVC+TJY8N/PrBdn9LjJeBkahus377Cqhxqkh5ZqiNFv8DiEhUdIVUUyA9m55yALvsaOn4odm5egln91U79Uq2Hn7oNSpaVYUT+8Nmpwrr9Dqolhg/tIZnCr1myxeOffwkLVBRFTjirKjLzqTPN66XNoTgZPBalYmcuoosyQCmnB4tVsmz6zg/r3gKX185qb0ookzidPCyoZWkuY63vLGJXeuMQMXH0gVG4v0+V+Cu49z34eLlHK1xa1qYJbwZ79rFW+YG7KwU0a6Myi5xgXHvRyOAqwZt1WaXvGd59iyMBeBfrS6tG1PeYuXMGuU9U4Lwt/Tv4g+deg4f9jRkgEVVrWr/yP9Qn17P8qWzjExSdg8Ig3sXf7chQrWoTvYmNUeWVzed95awxzJc0L3bq0Y/N6ExISsWf/EYucHaoUERGRbBaumFhQU1KNZvPWqFaZvT6a2UvVUJKxWxrnz5uviZVIg7p19AaK5n4Ooh5lgsYIGktCqxTBTRtIvgaHj52yuBadgs7oTUjKQMgjCmxJpiz8JOOpnFrR/TxsWGBbu4IDc1Wmi5+nMsLYWgHVpbnz1OZA48vy+l3HKTw86OVwFDC/oMU24ezshO5d2xf4sdq2CdYGvft50Ks0e/YdxvBXJ7IAiahYoSzWrfhPcs1ePO9XtO08GI8eP2WXYaPexqY189hx5RiOrTv2SaM2SPI5Oh9OzLSA6NKxDdZu2MZ62TZs3olXXxlkwFdrvpw8fUHabtyoruoqqTSvVwzKycXbEoNeNfXzpqRmsPEqiSlAQnIGkpIz2M/EZCAxJYP9PwUH6RnQ+ZmaVgZeFbsiMTkZ10JtsOlYLFycHWBnZ8PGr9jZAvZ2NrC3o3EsNnByAJwcbeDsIGw7O9rA0V5wZFcL1JtMPcoE9SybmzcAfZ4pWKdJBMeOn2E/6bqlrLFEJV3ZMqXYbGt90Hs55KEQ2FIF98r9VNx6moa0HIq4nq42rGorVm8pwC3pq9uHqySk/qO2EnLQp++rU2cvoFXzJgZ5Lk5WeNDL4RSSjVt2spMX0al9K739u/npaxMNKUjil5KSAgcHB36MFICCoTHjpzC3X6Jm9SpYt/I/FmSJUFV3+aI/0bnHcDbz8NSZC3jr3U/xz5/fq2qBZknQvNLpsirvpLfGssptfujftysLeolVazfzoNfM+nnl579/5y6Vgl5LVLrIg966gcoFvUkpGXgRmS5cotIRHpOOqLgMRMamIzIuA1Fxwk9xOzo+I8exKrnhFPA+xFTg5DmURBQSiXmFTqcsAHawgauTDdycs7+4O9vAy80Gnq62zA3Xk7ZdbIWfrjawsy38uZnO9ebYzytC/gekHKC+ZFIxXbpy3eyq1XmSNgf6SxJlCnCv0oWCXApwn+Qc4NJ7iQLbWhW0AW7ZooYLcLOjWdMG0ti4o8fO8KDXiPCgl8MpJKtl0uZ+fboW6rE8PdzRsEEgy9SS/IUqMyRb4hQOcsR+693PWIAlVlhWL/1bb8aY+nj/nfUDhr7yFpO8rVq7hY3HmTLpDX4YDMDmbXvYvGqCRoS8Mrx/vh+jfZvm8Pb2RGRkNHMnfvDwCRuDw9FFnOVJNGlUT3W7p3nTBmwBSp+7Q0dPss+rOB7HUsauiBUrconPqwyfKq5Pw9PxMDQNj0LT8SQsDc8jhOBWDHQpmDUnqGLMKsrJQiBeGNxdbODtZgNfD1v4uNvAx90207bws4inLfw8hUA6c6CjO583EOYItUiJZlyHj560mKD3xLmbcPCrBwevagj17oZOn0Tg3vOcJcpuTjaoWc5OCnIDytujYnE72CqQICks3MzKdPCgl8MpBE+ePpfm4lHA2rFd4e3n27UOZkGvOMKFB72Fgxx933znE52FwbKFf+ZYkSe57JefvYdPv/iRXf/m+99RtXJF9O7ZqZCvhiOHgprvfvxTuj554rgCSckdHR3Ru0cnaTb22vVbWV8wR0tycjLOanoWaR/XqVVDdbuHZm/WqV2TSd1J0njl2g3UDlDf6ywo5y5cyVbaHJuYjnvP0nH3eSoevEjHI02A+/BlGp5FpDNpcUEgubG3O1VKbVm11NvNlgWIHq5ChZWkxi6OJDumn4L0mF0cBIkySZUpPqSLrY0NKAdB22fOXsDE9z6HjY0tmjZuiC8/f59VjtPShQqyuJ2cKgS2SSlCNVqQU5OUWrhOcur4pAxWuctySRKk1rkRm5DBLrS/8gJVmP08bOFLQbCHDQuG99yuCJeKA5GeHA4737q49jBVuI8HybRNHyjlheCmDfHLH3PYNq1LJrwxCuYAvSdo/i0dv8ehaXgcpn3/0+3hMd3h07Q7u+9tUqBH6UoUXJ2AmuWE6i1dWIBbwk4RBYAhIIUHnYMTE5OYwoDOzfQdxjE8POjlcArBuo3bWVVCNNRRoveTgt6vv/tNMrP69MOJ/BgVgln/LJK2O3Vohfn/zMyTfHbCG6+wsUaLlq5h18dP/Ajly5W2OFdMU7Jh005cDbnJtsuULonhQ/oW+LHItVkMeleu3cKD3kxcvBzCFllEvaDaql1ktQxuLPV3k8TZkoJekjbbupSAvXtZ2JXqgc8Xx+LOszR2oWptfqBAtriXLYp526K4j/CzmOY6Xch4hwJcCggMId8s41MDE+PvIzUtDRdPvkBgxY8MUpVPTRMC2mi6kDQ7XpBmk3SbxswIP6laLEi6I2IzEKH5mV2igALwJ+Hp7CLh2QkeAUJScxo7jUTq7GsKgClAFirItvDx0K0iCxcbeLvbsuSBKdph5H29R1XQ10vHjo6DqEZ4zn6m6SgUSLEQlsPs28x4ugK1yjvAv5w9/Mvbw7+cHSoUU0cFN684OTmift06OHLsFDsnUzJMje0mlggPejkchVyb+xdS2iyfQUeyW6p0XLh0lUniihTxVeSxrY3IqGhpLACNksprwEvQouWn7z5hBif05UTmV0NemYCj+9Zna6TByWeVd4a2yjtl0utsMVAYyVjpUiXw+MkzXL12g1UJA2pW44dEw/GTZ1U5qkhfX+/vs+ZJQe+br78CcyQiNh03HqXi+uM0XH+UihuP03Dpdk8UaTeA/f+hxwAeZ98H6+Fiw/oNyxSxYxftti1K+9mxaqwpIaUMJSSo3zIqKhoh12/Dv2ZVxZ+HqqwUdHq7A9DaL+RKeroQDLMgOJYCq3SERWewwDgsOh2h0RQkZ7CfzyOSEZuYfXAYGUu90Wm4/TTv1XXqNRar62zbVbPtJvQoC73Kttq+ZRcbJsmlbRdWgSdDsPwdY1KbBdauyZIrdEzoHFinVk0UhuSUDMQmCheqvlMCgv3UbFN/uLiPqX9c3KaftP8LAuULinvT+90WRT3SsHr5XKRE3UJRl0icOrbcIvw16PuK1hXivF4e9BoHHvRyOAXkzt37kilJET9ftGqhjAMfZcvbtGyKNeu3sSryvoNHMaCvIO3h5N+tWTQZI2fs/BokUTVs0Zxf0K7rYNy99xDPnr8U+oMtbByEKTh3/jKbRy32Nw4d1LvQn5t+vbvgt7/mSQkpHvSaj4mVSJPG9SQzv6PHTrOfeZl3biroHE1yZDLSodmfZK5Dga7eyq2NrhKIHIypz5CkmHSppPlZvpgdC5jUTpPGdSWTIUqqGCLoLShU+ROD5YrIudr5598L8PHnP8HW0QujRo9Bv4FDWGBMQTIFy2KgTBVJCugoWKbALztS0sDuGxZTCKcwTfAsuF4LsnOSoNM2/SRnbDuN/Fx0y2ZS9GrvwdPmNpCRjo8XpqBy5WjW+yq6b0tO3BrpeXKqVnrOrrOfwm0kPdf4PioKBfhyVQLNwC2tSeiU8bNDST9bONoLge2BQ8ex4Mv5bDuwc1uLCHgJalv78WdIZlZk4MgxPOr9JuFwVA4FpSK9e3RUdGHWtnWw9PgkceZBb8HYvnO/tN25Q+sCPQZVdX/67lP0HTyOXd+8bTcPehUaUyQyeEBPRVzK+/ftJgW9ZEBGrQGWskgqbGB2QmZi1aiBeo16qIJYv24tnDh1npn5nb94VTVuuhQoPHgpBLhXZJeYhJwrWlS1K18kHeePb0NqzF0U90zCpsVfo5SfrWr7DvNC00b1MPvfxVLQa66jwk6fuQhkpCE9KRztm5ZFsH/uihMKDiOYpFpT2YzJQHisRm6tccpmMmySYzPHbGGbgsm8QsFzCutXpmt5rZpWhHNpYdTX9XC65KEpupDQW5gSDCTxFn/6yH4W97aTAtyiXkJ1O6+cl/XBW4oxF9GwfqCU3KPPjqml6NYCD3o5nAIuItco6NqsL+gV2XfgKHs+vnjPHzTuaeeeQ2yb9l1hTMZaBDeS3IFpMU4VX/moI07+2SYLert2aqPILiS5ZfWqlVgFmVxyqbqpRpdiY3Pv/kO8eBnGtmtUq8wMo9QMzeulz5kocTZV0EvBzPk7qTh/O4X9vHQvlUk6s4PyK+WL2aJaaXtUK22H6mXs2YWkyfMWLMehf35g92sxtB/KFjX/BW5j2WeLXNPNEfpuJXmpSOMGeVNBODoIwVzxfH6UqKIqyoPjMkmGxYswK1lr+MV+sotg+kTX05hRmGAWRtupmu3klHQ8fPwcsBESKqVLFtOYkFH1G7Chf5ptUhpQ1Ziqqo6aCjKZfNF1sars5pJVjs2k2HSbk1BNJym+oXpqKeklElQnAJYCzYGmIJ7ctim5Z0kjptQMD3otEB4gGR7qlQm5cZttlyldQnG5YMkSxeBfsxrrTXz+IpQ9H43S4eRvPAv1NYmVraJF/Qq8+6gKSY7Oy1ZuYNe3bNtjkTNEjRmEiQZWNKaI+tiVgJIbA/p1l4zgVq/dwoPeTKOKyOxG7ZCZ1Yyf/5aC3nffHmsU0x3qu71wJwXnbqfi/J0U3HuevbkUBQ4kRw6QOcbSiBQKDPSxdcdeabtrZ2WSPKaGEn8VK5RlrR+UZKJ+euqrNyfIs4G+Y8XZ7XkdI1VQhMCSDLEM9xxBjYezcyxx8MJ+s07Q6pvRaylQX684YooSLzzoNTzqbxrh5AuSSox47R0ULRuIhUtW871nIORV3r69uhjEtZJcnEX27jui+ONblbS5Y8GkzXJ6dGsvbW/aurvQj2fNyKXNXTq2VlTFIDeUW7dxB6v4Wzvm0s8r0qhBkGRqRtK/JCp3KQz1LZ65mYJZW+Lx6s9RaPh2OHp/GYlpi+Ow/lhSloCXKrg9mzjh48FuWPq+F87+7odtX/lgxhgPjOrggobVHLINeKOiY3DoyEm27erigtYtmsJSkL+f5BJ6c+GIrMorn59qzjSsr1VGiEGVuRpRUkJFTI4WK1rE1C9JUZo1aSBtHzshGG5yDAsPei2Mf+Yuxeatu5GSkooPP/0OLzWSNo7C0mZZP2+/Pt0MsnvbtdEGvXv286A3v8eI5vOKUJW2sLRp2Yw5QBO0gI2I0I604OSPrdvlVa+2iu6+CuXLsn4pIiw8AvsOHLP6wyMPRpo2Vr/cm0a/icGUOMuysJA89OT1FPyxKR4jZ0ShwdthGPJ9FH5eF4/DV1LYTFgRGvPTpIYD3ujqgr/f8sTxn32x61tfFuC+0t4FDao65KsvcffeQ+w7uaCGempG/n46JnMINxfILE2kWVNtEGLONKin7dk/rcBnx1TIA0FLHBVILvpiwpfMrMTxlxzDwYNeC+LR46f49vvfpetx8QmY+fu/Jn1NlggtwB48pHkTQNUqFVGnlmHmSFIvorg4opN/XFy8QZ7HErl56y6TrYlBUPVqlQv9mHQsOmj6gsl0YpuskszJO5QsEPv/3N1c0bxZI8V334C+2kTU6nVbrPrwREZG4dr1W2y7WFE/9nkwB2h0kQhJnAsiV6Ze3L82x2P4D5Go91YYhv8Yhd82xON4SAoSZcXjkr626NnYCV8Md8OGad4487sfFr7nhXf7uqFNoCObzapYkkeh/nW1IO+Zl4/FMhfkvchNG/NKr5o4fEQY6SP6alga3t5eCPCvJiVob2imGXAMBw96LYj3P5mO2EyB0dwFK1ifDUc5VmeazWsogymqdjRv2pBtJyen4IgsI83Ju0lSl07KyWe5xLnwkLkYJQ2Idm2aF2o2b3b07tlJcsKk/mtrThidPH1Bp5/XXAzx5EHvoSO5B71UJbn9NBWL9iZg/B/RaPROOAZOj8Iv6+Nx8kaqzugVGo3St5kTvhvtjj3TfbD/ex/MGOuBIa1dULOsvaKOysnJydilMdSjNphO7VvBkqhWtZI0t/zK1RtMym1OhYL7Dx6xbUoGkYTWEqgVUF06r9JoOHFsn7lx6KjQEkA0byashSwNucT56HEucTY0POi1ELZs38sWd2KwFKwJlqgXasYvgiEIp/DQl8f6jdul6/0NJG0WISmcCJc4553tu5Tt5xWhSq8j2VxSn/X+I4iNi1Pssa3StVlhabMI9X61btlEUrzIpe7Whrn184rUDQxgSgDi1JmLehMXND9104lEvD83Bi2nRqDLp5H4amkc9pxP1nFZpiC3f3Mn/PiaOw784IO93/niu1c90DfYmbkoGzIRQMnK6JhYqSpqaKMkY0P7Tnxfpaenm5WcVi6ftZR+XnG+fGBtf+n8Jyo9zE0RdOlyCNumpIp/DfXMgFaSYNn7Tu4izjEMPOi1AGjh/f7H30jXp0x6Az//8JlkrrRo6VrJyY9TOA4fPSWN/iD7/MqVyht0l+qYWfG+3jwRFhYhjTvx9PRAMwUla54e7qy3V0wo7d5zWLHHtgZon+3ZJ+wzqsR2bNfCYM8ln21NM3utFbl805zGN5FjulgFEWdZpqRm4NSNFMxcG4e+X0Wi6bvhmPxvLNYdTcLzCK3xlLebDbo0cMSXI9yxe7oQ5H47ygO9mjqjpK9xRwWJyWhLcm3WN6/XHPt65ZU1ecXNEmggN7OiOcRmxtETZ6UeV1K8GcIsVA00lQW9lCDjfb2GxTLfRVbG9B/+xKPHz6QZjG+NH8UkR4P695AWDNN//MvEr9LypM1Kz+bVB/UMlyldUupTffDwicGf09zZuecgqzgQHdo2Z4tnJeneVe7ivEvRx7Z0Dh89yWYSigY4hpwX261LO6Z6IfbsO4LwcOszHiNp7dnzl9g27QtD+Q8Ycl6vrUsJuJTvha/XujLJ8rAfojB7awIu30+F6PtCs0WbBzhgan9XrP/MmxlP/fqGJwa3ckY5E87DFQz1tKqTbgZSNpiaJjIzq+NmNK9XbmIV3NRyKr1EQ5mZlRJGcMZG3tJgqdJmUZVE6zziydPnuP9A8IsxNaPHTcZnX87AgcPHpfWUJcCDXjPnwqVrmPXvIun6zz9OY9IW4v3J42FvL4xiXrlmE0LMUOKitirVxi27JElX316dDf6c9DxyF+e9+3llMX/9vMpXVsiIRsw679h1gLnLctRxbOR4uLtJrt2U+NuweSesjYuXQ6T3Z72g2tJ3g5pJTsnAkavJ+HZFLNbc6Ywi7VbAo/a7eJxQDnGJWsly1VJ2GN3BGXMneeLUr36YO8kLYzq7wr+cPWwV7MktDBcuXpU8NWgGbMUK5WCJkJRWTDCdOXfJLMaE0WSL6xrjoJIlipmNwVteqV9PW+k9Y4Zji0hVJ9IiWNvfb4nIHdDVIHF++uwF1m3cjt/+moex46fCkuBBrxlDZjCTpnwuZWFGDuun4z5IJ/GRQ/tJGefpP/5pstdqCezedxjRGpMO2s+lS5UwyvO2lUmceV9v7okJUQZO8tn2bZorfjyoJy9YM9qCjOMOHDqu+HNYIpmrXsZwsR3QT9tzv3LtZlgbcjddGo+hVp6EpWH5AdGAKgyjZ0Zj/q5EPIkQkrZEenIUOgTZYvoodxz8wQdbvvTBh4Pc0TzAEc6O6ghy9XltiHTrYplVXoJMkyipQiQkJOLipWtQO3IZNvXzmovBW14pW6YkihcT5tpScE8zb80FUuVcvnKdbRfx80WN6oWfvqBm1GZmtVfWSkfrT0uSlpvsL1m4fD0++foXDHhlIoI7DUG/kW+Z6qWYLeTMfPb8ZenE8MUn72a5z3uTXpdc/KjSQZVhTsFYk8m12Vi0atFEcqI9cOiE2ToxGks+KzqY00KGRgIYgh46EufdBnkOS4POPcauelHSw9vbk20fO34GDx9ZV3uAWk2s0tIzcOZmCn5cHYfu0yLQ+v0IfLZIMKCK1wgnKAapU9EepdL3I/zwGwjd2Rvdq11Av+bOKGHkvtyCsnWHfFSR5Qa95jivV15Rs7R+XoKC+AaaeeXE2XNCm4M5cPjYKR1ps6UlJHIOek1f6d2zTxv0ypWGloDJgt6/563AmfNXUKpkMSZD4+RffvDlt79I17/+fIre/jiy4H9t1GDp+jff/cZ3dQHNwkQHWJKM9+re0Wj70dvLEw3qCVl0qjSfNkOpkrHYvtMwrs36+kXlC1ueiMjnrFIj9TaSnFf+WZVX3qyhsn7ipDbobdRAuwA2BbGJ6dhxJok5LTd7NxxDvo/Cv9sTcOOxML6K8HK1QfdGTvjhNXcc/ckXqz/2xpBmSUiNpGRtOg4d0Y4wUTv37j9iI3xE+WxQYAAsGd15vdr3nVqRV9QsZT5vZhrKJM7m1NerK222vPm8mSlXtpTk3XLn7gO2vjelgnTfwaNsm5INonGnpWCyoHfl/F+wbfW/+PW7j1HEwiz8jcGHn34nGcLQPEPRtEofkyaMgZuri2TyI8/+c/Lei0iyLaJNy6ZGHzuhI3GWZeE4meWz+4winyVpewPNgoKkWHKHXI5+5MfG0P28cjp10M5FlQeBlg459otO82RwaEjTsJxky4v3JuDVn6PQ+J1wvDUrhjktR8Rqe3NrlrXD+G4uWP6BF4797IuZ4zzQu6kz/Dxtsyx6Dx7OfV6vGqu81FtuSRJBfTRsEChV5MjMSs0utDRLWJTP+vh4Wax8Vl7pPXPWjCq9suSWJZtYyWmmaZkSVUmm4tyFK4iIiJLGxhUp4gtLwmRn4dIWMgTcFOzcfRDrN+1g2zQzdOb3n+Uo/yha1A/jx42Qrn/Nq735Zsu2vUZ1bc5MO1lvKh9dpJ/LV69LLubVq1YyuHy2u6zayyXOOUOu4+LMReozqxdUC8aicQOtrJcSfmpejCuJvNrW2AD9vAtPHkPjn77Fsbu3dW6/9SQVszbHs5FCJFv+cmkcDl9JQYqmK8PBHmhRywHThrlh//c+2DDNB5P6uKFeFQfY22X9HqtZowpr3yEoUDEXF25dZYPxkjzk8fHXof1Ydc64MklSJNXUzFINDQvH7Tv3oVZOnjoveaFQlddSExJBgf7S33bq7AWzOPeFhobjashNtl2sqB+bRGINqGVe7+69WrPUthYmbSYs85NuwcTFxWPyB19J1ydPHIcqlSvo3CcyIR57rl/TOcFNGD8aXl5CbxtJxLj5Tv6QS4oLao5Ex2Pj5Qs4/yj/M5Mp40YZaYL6uM1l4WcqaXN+K4kn7t3F5HUr8TwmukCjizZv3W1Rtv5Ks11W5SXZeV4XmXQ8+s2ZxY5NQfcvqTLEcySNhHj46CmsAUP28+67EYJ31q7A9RfPMWbZQhwNicZPa+PQ6ZMIdP0sEj+vj2cjhUR8PWzQt5kT/vifB07+4oc573hhWBsXlPLLvTeXErryau+ho+qXOEdEaNUf1L5lTPfZn/btwkeb12Hs8kXsOBmTprLkiprVL7r9vMaTNv+0dyeKfDgJy84Y5z3s7uYG/5pCIoKqdySdVTtHdPp5Gxmtn/dJVCTC4wT1pDWbWe2VmVgZwgjU1GitEc2M5y/C8DJUkG6JZNjYAvYuSElNQ7KYVrYw/pi9QDJjoYXc/14fpfO3xiQmots/vyPkxTN83bUXxjVryW53dXXF/8aNxPQf/2DXv5z+K7Y2tjzHQkPw/EUoHj0WFsrlypWGp5dngd5fvx3ci693boGboxOOT/oAxT2EJEReaRncmJmRUfBMLs69enTK92uwZOSVlXZtW+T5GF16+hh958xCXHIS7oWHYemIMXn6XJQrV4YZMl27fosFUydPX0C9ukLvNUeXzbJj07F9qzwdGzoeg+b9g/OPhSRRaS8fTGhRsIpZw/qBuHX7Hts+cuw0SpQwvlrD2MjnpdarW0ex78S7YaEYvXQ+0jVJ1cdRkeg7aw0843RbbMoWtUX7IAe0DXRAnYp2sJPGCNH3c/6lfzRCg6CEbReVm0Jt2bGP9cYRbVoHw8bW1ihrkj03ruHbXduk6+NXLsGBt6bAx9UVxqBB/SDMWbBCCiwHDegJNXJYNp+3UYO6Rjs2X+3YwrYnrV2BGsVKIKBEKYM/L30niVJuMhgrW7Y01MwBWQtD0yb1jXJsLjx+iB7//gEHO3tsGjsB/iWE/lpjQusJkhKLle5nL0Lha+SWlIiIKKnA4+npgTq1/c0glrKxjqB38459mLt4jc5tFSuWx/uT30J0bDwbXWKJyPuEPpj6NuISktmFSEtPx5vrl7GAl/h5/250q1oLLg6Ce3P//r3w95zFrEpIc9vWbtyJNq0sT76gNIeOar8ga/nXQHhkbL4fY/v1KyzgFRfzX27bjK865m9B0LBhPWnW6PZdB9GiBT92Ii9ehrJeFIJ6FytVqpSn4/Q0OgpDlv7Ljgmx50YIlpw4ga418ia/bdOmBQt6iTXrt6NCRWHIPEdLTEwsjmqy9y4uzggICMj12NC5bMKG5VLAS0zftQ2BxUojoHj+F4oBATXJv55tHzpyCm3aCMlASyUqKhohNwTZsZ+vD7y8fQp03srsuHzqdhLe3TYHkckJsEvzhWtCU8S4b0Gi83k4JddAQJGqaBlgixYBNqhUnKq0FPilobDTUmrV0ppAkYN9Yf8WQ7Nxi9bRvUXzpkZ5vQ8iw/H6isUsKdq8QhW2DngWE4131izHzO4DjJLgrl6jmrR99MRZVR4n8uY4r5l64erqglKlSxv8ddL3zPhVS9m2va0tElNTMXrJfKwe8TrcHYX5xoaiRnXZMTl+Fu3bGU9qXxDkffsBAf4GPzb03T9m+SJ2TOgydOF/WDVsLPzc3GFs6tcNxI5dgipqz75jLHlvTLbt2C8pqpo0ro/oWMHHRs34eHtYR9DbvVMbNK6vdaaTKr2UoXB3hZuLEOhZEnHx8ZIbpIeHO7p1ai2NsiG+3LEZ++/cYF9urg6OCIuPw8YblzA+WDBy8fV2xzsTxuCzL2ew63/8NQd9enSw2H4Wpbh1S9uz1rhhENuP+eHsowf4YNtatl2zeAlce/4May6dxf9ats5Xprd7l7b4ZNp3bPvosZPw8XLjlXoNW7YKPe5Ex3YtUdQv91FF0YkJ+N+ipXgRG4OSnl5oWK4Ck59P378d3QPrwNsl9+pI/z5d8NfseWx7996D+Prz9/gxycTBg4eRmqqperVqhlIl/HLcp7Ro/2jLOuy7fZ3ty/8Gj8TfRw7g5IN7eH/bWuz63ySmlsgPbVo2kbYvXLqS78+wuXH2rG4/r59P/hYG8kD33O007DybjJ3nknE7bR2SnF7AJsMRXjED4ZBeFG4O9/As5QocSm7BvIlTDVJV9AmsyRyQydX09p17SElOlGaQqo3ExCQcPnJCcvrv3b09vLwM+36LT07GO4tXIjopEZX8imD+8FE4cf8uhi2ag23Xr6B77UAMCDK8jNfXuwoz+aPRZPfvP0RqShLry1QTh69eRYpm7B/J/osVMWw1LSUtDcNXzGVtZ+V8fDFvyCvoO3c27kWE4Zt9WzF74HCDfme0DNYaQV25EqLqcx8Z74mKnOLFiqJ+kL/Bv08/X7MZ9yPC4OnsDEc7ezyJjsQ7W1Zhzeg34OzgAGPSqkUjKeg9c/YcBvTtYtTnP3Vaqw7q3KGVqt8rIvntUjfboLd4MT92kROXkIQ7j0LhYG8HR3LLsDCOXboqjUZp3CAILs7ahd/ys6fwxyHhw/Jll55ITktlUpo/Du3F2GYt4OooJAHGvToUs/9dxOSYV65ex559h9HNSONDzJULF4UKojj2Iz/vrQcR4Ri5eC7LINYvWx6bxk1Av7mzmfnLF9s3Yd2Y/+X5pF6hXGnmwkoVHFr83blzn5m8cIBdew5Ku6Fbl7a5HqPk1FS8tnwhS0B4ODlh1auvo4y3D1soUh8pSQR/6Tco111bt44/KpQvy5xy7957gNu370k9VByBnbsPaI9N59yPzZ+H9mHOcaGv6NvuvdEvqB4alCuPFr/8gFuhL/HF9s15OjZy/GtUga+vN1O5XAu5icTERHh6qP8LvaCQkkeEjHryc85KZ4FuKraeSsKOM8l4ESVk/uNcDiHJVegRrevRF6M6VUCn+o5wcBiGJjOns+TRp9s24J/BWtNEJWnRvDFWrt7Etk+cPIP+fbpBjezbfwTx8QlsO7hpAxQ1sPspJYmmrF6Nq8+ews3REYtHvoYiHh7oVqsORjduhnknjuLDTWvRskpVlPXxNcq83tWamfZnz11Ez24doDYTK7kzsKHXilSMOP3wPhzt7LBg+GjULVMOfw4ciuEL52DdpfNoUaUqXm1iuN5JOveRVJXGHV65dgOpKSmswq1GTsl8CFo2bwQnR8MGnWvOn8Xyc4IK6bd+g1HS0xs9/vkdpx7cw5RNazB74DCjJrE7tW+Fjz77nm1v2rIbP3zzEUucGYOMjAzsOyCMKiI6tmthFnFUUop25F1e4CU+M+3RaiIbBH/q/j28vXoZ2x5SvxEmtGyDsc1askrVy9hYzNUsIAlnZydMemuMdH3OfOH3ONmfCM5ohrpTVb1OLZJJ5o3oxEQMnv8PWwxSQLX0lTEs+UALeWL/rRvYdf1qvna93E1v995D/LBRlSM+AfsPHpPczNu2bpbrMZ24dgUO3LrBpGYLh7+KWiVLs8/Ldz36svvMP3kURzO50uqDvhB7yAytNm3dxY+JjJSUFOzcI7xPSVFCX+o5seHSeXyyRZAhvxHcCuObC7OWy/v64ac+A6Rjs+ly/mZO0nFq1CCIbZN867QZzawsrHNzkzw4N9Nn4vK9VHy/Kg5tPohgM3QX7U2UAt5kxxuIcxWSFxOad8TeT5tiZDsXFPe2g6+bm5SEWHnuNDZfMcwccfI0EFHzvF55C1JXI/Qe/330IFadF4xv/ug/FP4y9dDX3Xuzyi9VgKm/1xhme/J5vWocESY3sTL0fN4tVy5JxYhvuvdhAS/RPaAOxjcXzoUfblqHC48fGew10Hm3QT3Ba4KKJhcu5W/NYUwOGXFUEfl3UG81MaJhE/SuUxeNK1TE7/2HsNtWnD3FWgSNSeVK5ZlpKUGeReK6xhhcDbkpzQcmrxJxbrClwYNeM0LuhiierB9FRmDYwv+QnJaGRuUq4Je+g9gCj6QaFPwSvx3Yw+RPIoMH9mKOksTe/UdVPVrA1FD1LjJSaEijqqqbW96ke6lpaXh1yXyWfadK4opR4yTjKvriG1RPOKF/snkDkz/lFZLuitDMZQ4ZXxxnkkJxYUyOlTnx3e7tknvmr/0Go021GtL/9a4ThE41/Nk2fSEmaZQVOdGjmzzoNe6XpNohF0qqMIitATnN/KPk3evLhZ7EbgG18Y0mOSQyoG4DDKwrOFy+vWY5c9vMD01kDsbyoNASEw1nz1+SkpyBtbNP1N18nIpf1seh48cR6Pt1JObsSMDTcG1gVK+KPcb2iEOK33omJOvqXxtfdssquaPbB2vOafS5CYtTvg/PHOb1UlBZGBf5/HLkzi18spmODfBWy7boE6ib4KA2AKq829na4vCdW/jzkPa1GQp5Qv74SXU5OCcnJ+OUJuHl5ORo0NFpFFT9b9UStt2nTl2Maapbzf2iS0+m/qLvmNFL5rEkuaFoUE87r/f0GcMkpZTgsMy5Wf55Vxpan41btpAlg6oUKYbvegrJboLWZpPbCOqEL7dvZi1PxmRAv+7S9sq1gg+MMdi7T1sca9vacv1iTBb0bt99CPOXrmWXyKhoxMUlSNfp/zi6UIbu1OnzUjWrft3aLJClgJdVEr28sWjka3CSSSHIuZmqV/T/805o39AU8A6WuSrOWbCc7+5sEKu8BO3zvECL9g82rcXuG9dga2ODecNGI6Ckbu/up526wcXBATdePseCk1pJSW5QssNNI02iJEiUJqCwZrbt0B2HkxOLTx3H97sFF9j323fGsAa6o0QoYfRj7wGsJ57Gsfy6f0+uz9+gXh2UKF6UbZNLJiVKOAJbZcemS8c2OToCD17wDxJTU1CvTDn8O3gkW6hn5sde/VlfXER8fL4rV/JZtSc151JL5OKla8ysh6gbVAuOmtYWkQcv0zBrSzx6TItAt2mR+GtzAu6/0O7H2hXs8cFANxz4wQd/T3TCihuLmdlL9WLFMXvQ8Gw9IGjhWMrTi6mLJq9bpfjfVb5caZTTOM/evfdQmmKgtu8LcvsnateqgXJlDefOS0kfMkNKTU9Hi8pVMa2zdrEsp0G5CnivbUe2/dWOzbj89DEMCVWJSE5LXLh0jY1ZVAsXZJ+N+nXrsKSQIRAD2aiEBFQuUpQlVzPLZB3t7TFv2Ci2RrsTFsrUeoaao0vfUfrGL6qJZ89f4sbNO2y7VMniqFhBqIobgu/37GAeEQ52dvhv6MgsHhEfd+yKHrWEffbG8sUGrcRnpl/vLtI5dsvW3Ub7/Ozep53P276t5Y0qMnnQS+7L/y5YxS4RkdGIiY2TrtP/cXS5dDkEcZo+IZI/UJbyfyuXsA8jLdCXvDI2ywgcebWXFu/yau9rowZL20uWr5d6kDiFD3pnHzmA/44JJ5AfevVD++pZKy0kd57Qsq3kSksmF3mBjnvrVs2kRIgx5S9qhIKeHbsO5CnoFWeLim0AH7TvrPd+FFR91FEYaTNj7w7cfPk8x9dAX1Ddu7STrm/emnugbA3QAk4+RqprNt4BNBtxwNy/ERYXx2TMy0eNlTwIMuPl4iIFxCRPz0/lqm4gBYBCjxjJm0V/BEvjuKwvTqxuv4hMx/xdCej/TSTafxiBn9fF4/pjrcKkemk7TOrjit3f+mDNJ954taMLinnbYNzyhbgV+gKezi6sPYO+U7KDFu+/aaSB6y+dx9oLylf5WjZXt8R5yzbtZ79bZ+05wRBB1SuL50kJ73lDR8FeZmqZGQp6qapIirBx5FSbks+ZUfmA2oDIc4Sgz5j8O9TUHJWNKmrW1HDS5k+3bMC5Rw9ZEWL+sNHZfm7ou2bWwGHSZ0ZcN1hj0HtYNn+7ebDh5vOSOoLmJRPTOvdAUOmyer/TKcEXWLoM4lOSMWT+P3gWHQVjQAZerVoIxou05t8mm3FvKOLi4nHsxBlpwoKhZf9WGfT+8eNnOLJjmd4L/R9Hl6OaNyRBb8gf9uxgJ0li1qBh7MOpj+yqvTWqV5F6Jmi8xer1gvEER5ez54TRBkReZrBuu3oZH2nkZtSTOKZp9pbzE1u1Y4kKWuzP3Jf3XlAyGBDZudu6Jc6XrlzXqaxk14dC1Q0yFKOqSKsq1fCrpg0gO94Ibsk+U7RInLR2Za4Z+B4ysxYucRYg0xSxGle1SkU2VzwztPgmtQoFVnSeWjX6dRTLZX419V1N0VSuyCRGPtYoJ6iqE1RH6JeKjYvHlWs3YYmcOi3I8WwcPJDm2xYjZ0ShxZRwfLsiDhfvagP98sVs8WZ3F2z5whubvvDB+G6uKFdMGzhRMm5HyFX2OZk79BVULlIs1+emBN8rjZqy7cnrVzFTOCWRSx7VGPTKlQ1dOxtO2vzRprXMbIfMkRaOeBVF3HM2ZaOK1t+DhrMEObXcfLNzq1VKnKndQiS4idAqoTTrL57DP0cPSsqU2qVynovbxb8Wk6YTH29eh/OP8nY+yw9k4kf9ogQ5a9NFbRw+KpM2NzOMtDkiPo4lfWjGeLtqNfA/TV+1Pqj6u3TkWJTw8MST6CgMXfAfElKMMwp1QF+tSd+qNVuMsu+TNcPTmzdtaDAFhBrgPb1m2M9rW6EEW5AQH3bogl61hayqPijD+GYLofr124G9Oh/asaOFrDzx3zzDSWvMuTdONH1wdXFhzsk5cfHJI4xZtoDtx041A7L0JGbG3ckJn3QSTm6zDx/AvTAheMuNDrK+XjKzMoY5iVqRm5K0aSkstjNDVfRB8/5BTFISGzpPxlUkLcsJqpqQJI3k6dQLt+R0zj2EzZrUh7e3EKxRz1hYWASsHbnsvGs2vY2fb9uEY/fusMX7kpGvoVqx4nl6bKpcNS5fkfXDj122UJqznBuimRVxQkWLcaWIS8zAybse8Go4HUU6rMPyM6VxPCQF4qm9uI8tq+Ku/cQbO7/xwcTebqhaOutn4crTJ5ghVUO661WrZAeZJ5XVSNBJWaHk90rmoFdN31k0akWUZ5YtUwq1A7ReAUpCBjuiu/mM3gNQr6wQzORGlaLF8HX3XmybzJUO3TZc0odGAakt6E1LS8MxzWuhanTDBto+V6W4HfoCb2lMRcl/gAyS8sJnnbszTxZKsr6yZF6elV8F7utVYbVXnsRqIRuzpBR0riAviMdRkSjq7o6/Bg7LdVxnaW9vpnBxtndgoyf/t3KpUc453bu2lwLPPfuPGHw9sVsmbW5nwdJmgge9ZgB9yCTnZndnzAoRtnvXDsLUdp1y/X2x2ktZ93nHj+rIDWn2odgHpiYZkhqgSlBSkpAkCAz0z9U6nlwY45KTWWZ3zpBX9PYkZmZo/UbMOZi+7CgAyAvU71IroDrbpionHTtr5YhMrhbcVP8X5darl9kXnZ+bG1aOfp1JZPMCyZ5Eh01yFH4Zm33/tIODA9q2CpY+r3sPaFUV1sq+A8dylJ2npadj1Xnh+H3bow+CK+V9/BYlJf4ePAKeTs64+fIFPt4kqCvy09d7QiYDNmeSUzOw53wSJv0TjaaTwpBa4S04FW8GG1tByu3tboMhrZyxZKoXDnzvw/p1a1Wwz1HpILpjU381KVLyg4eTM/7QyJxJ+bLinPYzWljo3CcqBh49fspGhakFuZSfDKwMJc/8ReMoSwHVSE1VPa+MbhyMjjX82Tlq/IrFBgmuCDKIctCMO6ERQWpoJSDliWiqF1THP1fDw/xCCbhRS+az5Cr1v8/sMzDP7wGqxM8dNorNuL4fHoaJa4Q2HCVpWL+O3pFmaoBGaIqGqqTWKl9Ov3KxMCw8eQybLgt/918DhmVpB8wOSiqJEvR1F88ZTIIuh8bpiR4Y9NlZt1HwITEUe+T9vG140MtRQQY5NCycbZeo74+ElBRU8PVjmaq8nFRpkS9We389sEeq9tJC/ZXhwhgQ4t+5fHyRnLPyft6gnKXNsUlJOHFPyPL/1HsAq+LmBQqMv9Fk30muTvN784J89Iu1ujhThVus9NLnQB7QZO7lFcdEUC91fviwQ1f2O7Q4JOlZTsjNH3btNfwXo5ohs5jTZy9IKgl5T5nIuUcPmLSfPgMDgvIvNaRz4AzZGKNdIbmP4iAHaUsIetPSM3A8JBkfL4hB8LvhGP9HDLacTEaiplUzPTUeRW0u49+JnjgywxdfjHBHw2oOsLXN2yKcEkVEz9qBBQreqIVgrKa144ONa3X8JCx1dNEu2Qg5mkdtCMhfgGaLE5M1Ev/8QMeSRrJQAvBRVKQUQCsNzYFVWyuBXNrczADS5u3XLuPSk8esKkh9vHldA4jQ9wxJ0MXRbVefKWvUJj8Hn1JZ0CuXNlPbndIJo+vPnzFzUYIS2R00ExryCrmiT2ghBKHyNkFDMqCfTOK8drPBnufuvQe4c1cw3ySjQFEGb6nwSq8ZIDaYEy4VSrCfJJ/NzuwlP9XeV4b3Z1IfYt3GbVyWWUATq+P37rB+URpPRNWR/NCqSnV0rimMTvh48/o8yZU78L5ehFy/jfDwSKmf19sra+aW9uX+W9fZdpuqQnU8P9DCZaYmsFp57gz2agLo3IJesv+3Ztk5yefEHiFKRlCCLTPUL0o0qVApz9X3zJCEUGzv+O9Y7q7/xYoWQaWKwufz0eNnrFpoLlB17tK9FHy7IhatpkRg5IxorDqUhKh4QW5HhbVy7g8RdeYzhO7shcH17qFVbUc42OdvAUlj8KhVg+iiOS8VhM+79mDHlRJGFBBY8ugiUgSJo3BIliifVaskGy8Jz1GnVBmW9CkIVOH6oL0wdmrVuTMGO0/J94G8DUUNJlZNmyh/fNZeOCclimqWKNiM0441ApjMmVhzXllZeIB/NUkye/7CFda+pU5ps/L9vJ9t28iKRaTC+7yLdnJJfnhNM3KKeuKvPTP89wZVXH18vNj2iVPnce++YRyk98hGFdFzGkqhohZ40GsGyDOUYZq1Y7OKOfeXZoYWH/9rnrXaS/Jm0XmWFqmLlq5R7oVbUKU3NxOrg7dvsJ/NKlXJ0UUzO77q1hP2trasb2R1HlxPG9YPlE6IFJyHhgpKAGtCvpAKbqo/c3/l2VM2QoVO5FR9KuhChOYsiuY8JMvNLqAKrCNkkEmZQQsLa0VXdq7/2IiV2Y7V85d1z8zYZkJFcc+NEOYEnZ9+Q3Oo9t5+mopfNwizdPt9HYX5uxLxIkp4D1LhNtjfAdNHuePYTF/4vPgbSU8PAOnJeXabz4wYoNKolbz2WGdnBNOrVpCUMFIK0YBRTX29dA4WZ4VT3zi57BsCcWaoOE6loPQNrMu+b6jt46hGoaQ08uO0Zp1pjTLpPSJfRzVVOClBSi/xc9M/qHCP3S9IcM5ddf6Mou9tSjzS5A9RiaOG6rte52aFTazIdXn3daEFbHqPvjpjPfNDRb8izAGdWGMAZ/rM0Ki5Pj20EyZWrzOModVuK+rnJXjQawYcP6lZmHm6IloTrAZXzHv/m8jrwS1Z8EvV3vkntNXeMTJDq7kLVzLDB2uHRmiF3BCkxkX8fHOdtyiagrSsXLVAz1e1aHG82kQ44XyxbVOuckCqzrfTDBCnL0b5ictayEs/776bQmW2bumy8HEteA/X9B59WN8VzZMlY6vs6KAjcbbeeePyRYy+oJfOQaLrcocaeTdJ0kezCpXYfFhSWoi9qDnRRCaDl86tKuNpeBr+2x6P3l9GoMunkfhzk+4s3aBK9vhkiBsOz/DFvHe90K+5MzxcbHDmvJCoI4OWwNoF26/UhytWeQub9e9fV1jA775+NU8JibxQtKgf/GtUlTwNRPMoNb/flYB6PcV5oT1rFc6Eyc/NnbnXEqsVTEjIadOqKfvuFJUf10KyP28ampu37kotYv41q8HHx1vRx9969RKrJPq6uqFN1cIZmPWpE8QMFB9EhDOHboOZWWmUCaaG1DY0d1uU19I8biUhNQMlqkkZEZzPYpG+ZBFB49iMkWzTkTiv2az4cyYnJ+OQRi1DnjXykXCWCg96Vc7TZy8ksw7fmhXZTzJJyG1EQba9vc2FvoRf9murvZSRFZ2JHzx8jN1W3o9IUJVOPMFQxSSnxV9kfLy0GGlRwKCXoLmxdIwo+56XvpGOsr7eXVbW10vH5sixU7lm7vfdLLi0WU4JTy9mAEOszMGYp31b7Tgpa/0cUcVLdAelmX/19PTDi5l3mjFas3jBpIAiFOBRzxWRF5WEWiu94THpWLovAUO/j0SrqRH4YXU8rj7QJiCrlbbDu31dsWe6D1Z+5I2R7VxQxEv7FX7/wWNJ7k8j6dzcXPP9GqITE3FQk8CjUSqFpXnFylJCgvoUlaKFyub16vYkGmbcimjCQ9//1YsLbU6Fob+mokheEskGMJqiStXgAVop6aJla1TRIhbcRPkZpGLlr1ftQJYcLQw0sq11lepStVdJGtSrrToHZ51RRQpLm2mdsPSMENQNrd+40Ek8UnzRY9wJC83zqLzCQN9V5ARPXL95BxcvZ99eVRCOnzzHZgGLz+Xhrqy5mxrhQa/KOSaT5HhUKVMgaXNu1V76EL82arDO+CJrR1fanPPi78jd22zuGzkv1iqRc0U4J3zd3DA+WAhkaUROblk9ef/F7n1HVOGQaUxztxcvw9g2VX38/LIaVFFS59hdoQrURlPVKAzUP0psvHQ+23l9ZBbipektJsmjGIRYE3KpJ8nw9Uk9JWlzzQBFeoj6BQpJD6rCP42OyvG+1apWksZLXb5ynak6TEVsQjrWHU3Ea79EIXhyOD5fEofTN7Wf4zJFbPF6Vxds+twbm7/wwRtdXVG2qF3u56ygggWse29cYy60dC6jkVCFhRISolxzpYILeDX19Wbu5y2orDw3RBVDj0JWeUW6BtRmc3up53r3DcNMABgxtK+0vXzVRmkagrE5YkATK5r9Kno99NWchwpLP41Emmb+piqovGtQX31ji+RJK7kkXgkoMBWN3wbXL/xjl/LyltbfSvdcZ3f+1J3Zu9lwrs1tBeWgpcODXpUjz1BGudgVOuiVV3t/3b+HLXCIQQN6wl1TGSCpLDm6WTP5MbESpc0tKlXNde5bbgyu30gyS7j45HGuA+cpqCCioqJx8rQ65Epq6ec9fvcOElNT4OboKJmDFIZONQLg6ezCRlJsv6q/X5ckQuK8YDKI2XdQ20ZgLcgr8PoWMXTOEReJHQrZzytSt0w51nNFiSJaKOYEfUYbN6grHSN5sGgMEpMzsP10Eib8FY0mk8Lx/txYHLqcgjSNetnPwwbD2zpjxYderKo7ua8bqpfJvQ/t7HmtWVRBAy/RtZne6wXxJsipokjO9A8jlPEeaN60gZQsOXzslElN486ev8R6JMWkl2gWpCSUyDlx/65klKQE1HPdLaC2QSXO1atVlhzTKQEon91tOhOr+oqbi9E5raSnV6HWZnJo0gD1npIfhai8UILSpUqwsV9i4lgNSVlDBr1LT5+U2s7K+QhS+8LSX5PYoPFFxjjvDOjbXdpes36rou2He/ZrFYXtLHxUkQgPelWOOEwdbs6I1FSXmhWgn1fOuOAWcHFwwLOYaOy6flWaCzaofw+2TQvHuQtWwpqhhYyIPnmmPhOrllUKLm0Wob4T8Ytz2ZncZXsd27e0Solznvp5Na7NzStVgWMBzSvkODs4MPkasVIzXzY3ifOuPdbX1yuXq+k7NrR4j05KhKOdnSKfGYICILHam5cMvHy81XHxHGvgWbr7LiZjypwYNH03HG/PjsHOs8lI1hR1qR+3X7AT5k3yxKEZvvhsqDvqVnbIVxVc7Ocl6hag0ksVpZ2aCrwS0maROqVKM0mukgYw3t5eqKPpWaaFO81gtWRp82aNtLm8rx9ql1Su51FMSGy7dhkxSULgrjTDh/QzqcSZ2sNEl3Yax1KieFFFH19sqSDpK41fUwIqTlDiyTASZ9m8XiMn/DJDLRnUUkdUKF9WkvIqQVJqqrTvhjZQrleVkk6iCdxxTSLKkNSsUQW1AqpL7Y6U5FOCp89eMKUTUayoH2r5F64FzFzgQa+KiYyKxpWrwpe5e+XSUlBU2rtwJgw0uqinZszHolPHpdtfG6U1tFq8fK2UvbY2nj1/ycaZEBUrlGUV1ex4GRvDqrJipVcJhmiqvavPn5Eq8dnRoZ026N2x+6AV9fPmPn5i7w3hhN66kP28+iTOJM8Ni4vNdXTRHisbXZQXqacobW5eqSqrNimFGPSefngf98IF6bsp+3pTUjNw6HIyPpovzNJ9/bdobDiWhLhEoW3B2RHo2tARf77pwZyXp4/2QHCAI+zt8i/3ptaGCxeE/Upy8oCa+T8XHbt3h0ldKRnRVoF2ABEK3AdoPjc59cPnlxayANOUfb3yc5HSlarM0mYysFJypAgdZzJfIhOmLVcMEwD16dVJUpHt3X8UDx8pO382NzZt0c4ibtW8ieLOwKKxoShJVgrx8TZfvpBtO01BENVhapA4yw3glO7n3X71MjufuTs6FdrtPLMJnOgRskbhhER2DJRVe1etUcbFea+sytu2dXChVYrmgnX8lWbKyVPnpb5OnxqCPFMp+cyIhsLJnzL7dOIm/GtWlfpdIiKisG7jdlh7lTc3meDh27ek2YeFGe8hh+aOUiU+NC5WMvzJjjq1akiZ66vXbpjV3NGCcv/BIzx+IiQlqlapiOLFsmbuX8RE4/JTIYNcWDdNOeT+WNrLmxnzrL+o35iHjgfNDSZehobh4iXD9MupkbxIPUV1SWFdmzNDszH9NfMxyV0zJ2h0B0nRiVOnLygmGUtLz8Cxa8n4dGEsgt8Lx2u/RGP1YdksXTugTR0H/DSWRgz54ZfXPdGhrhMcHQoXyJDJSXyCYEhSp1ZNvXOR8+ra3LJyNXg4OUNJREkgJQivPFUm6JE7jZqqr5fcT8WkCSUb5FU0paDkGvlGKOHanBkyXSK3YENKnN3d3NC3tzAXmNYzS5avhzGRr2N69eio7GNfPMf+JmqtqFdGmP+tFGSc6OnkzNppRAWGEtSXvUdPnzVtS9QB2edW6aBXNLDqXSdI0eSqvHebTOCU7LnOjn59ukrJro2bd0qeGUoFve2tYFSRCA96VYxcdhfn4axo0EuL90p+RZiV+/KzWrnEGG5ola/5vIfuaEcVKZWB93R2ljKTuUmc6Tnl1V5rkNPmZQbsgVuCQoKcY0VppRJQNlSUBOZUteoglzhb0eii3GTn1NMpKiNE+Z6SSBLnXIJeV1cXaaQPGVldDblZqED3eEgyPl8SixbvheOVn6Kx4mAiImOFQNfOFmgRIMzSPTrTF3+/7YUejZ3h5qxcxe7suct5PmfpgxbuJHElugYoJ20WqeBXROqrJwWLElBvJo1uI2gGqylG7VEftTbJE2iQfl6qwNL3NJ3L6pdVNrAixCo8tYOQcskQjBiqlTgvWb7OaOoXks+Kve40PknpcVJiKwWdd5SswBMuDo7orlkHKPWZIYLq+Eufm9NnL5lsRGVKSgp27DrAtmnftWrRWNnZvBrfCCWlzSLdAurA2d4BYXFx0lrDkFAvtvjejY6JxY7dwn4rKGnkq3FAa2TbpmUzWAs86DUHEysXR4SnJkn9iUpAb/Thmmrv4lNap+DuXdsxfT9BXxbGNnlRA/kxhDl462ahRxXpY0g9IetJA+/JHTKvfb07raCvVx5YZefEufemVtqs9GJElDhTb+q9sNA8jC6yzqBXn9RTrPJWLlIUlYoo21snD3qpmhiice3MS1/viXzO601NEyq60xbFovnkcIycEY2l+xIRGi2cR21tgCY1HPDlCHcc+ckXcyYJs3S93GyN4EGQ/6D1+ovnbAY10amG8kGvfGYv9dkpEfTQeA3xb42OjjGJosKY0ubutQINIkGkZERZH18WWFPl0hBQBVwci0jy5gOHtG1VhmTDph3Sdo9u7SV1hxJQCwW1UsjPO0ozQJNgpUpvlEbJUVjkCT8ywJT3pBv7s0PPTzRqEKhXsaXEbN6mFSpBaagwIY4wVMqnIDcG9tNKnFcW0sX53IUrTM0pqp70Tb+wVHjQq1JIviCaDDiWFSpVlOklIwuloN5RGoJ+K/QF6+diz+XoiFeGD5Du89/85bAmKPg/o6maUDa0dkD20tgnUZFs34mVXiVpWaUaO97JaWm5nlRbt2wKBwfhy/zAweOKSF/MudJLx3C/QvN59RFQshS75GQyQl/inp4ebPvUmYuIiDC9S6YxMvdi8Ojo6KBX6rkz5Jqirs36Kor1y5bPU3Ukv329FOgeuSpIl5trKrrLDiQiLEYIdCm30rCaPT4b6sbMqBa+54XBrZzh62H4r9nCOjdvvSp81wSVLltoz4jsEI1+HkVGSE7E5j66SNe0TdkqIkE9ifs1lSQl+xKzqFc0QZuhJM4syS4bX7Ro6VoYg/WyoLd3j06KPrbYQkEtFdRaYQgomV7U3Z2ZMm2+olz/bZ9egtycWLZyA0zBpi27pO3uXTuodjZvdoiJDjKZS0xJgaHp2b0j+14VTUsjI3MezZcTq9dtsTrXZhEe9KqUcxcuIzlZ+CD5+QvzEptVqqzoB5gs9jtoslVyQ6tRIwZI8hfqHzDVbD1TcOfuAyn7SD3OlBXNbVQRZcmVTEYQtDgcWE9YRC07cyrXiodY8aS+Pvk4H0uDepapp1d0eyTZT2aowifOalXSxErOIJkxj755yllGFx04BkuHssdiXylJPV1cdPtCaWFwULOAF7PkhlyM0KI0p1nXTXQcnPUHvckpgusymVE1mxyO0TMF6XJ4jLai27i6A6YNc8PhGb5YMtUbw9u6oKiX8b5aKcklGh5SoqVSxXIF7udV0rU5M0XdPdBW83lUypFW3tdrbDOrzEkeuUGQUlCFj8wMi7i5K9bapI8Bmir8yQf3slWvFJbB/XtKydnN23YbfFyOoaXNYlLNUFVegsaG9alTT3GJM81+FVUDFHzGxcXDmNB34pbte6XrPbq2U+1s3uzoWNOfmWTRJAJDzbmW4+3liY7tW7Ftig02bN5ZIFnz+59Mx+x/F0u3dWinVaVZAzzoVSnHTmireym+7uynIb70hmv6HTZcPI/oRKE3iQKJZppZdrFx8SYzCVH7fF5xfp6S/bz6JM5nHt7HjRfPc7yv/MRlyS7O1Lsnkt0iZp+mylu7VGm20DYE/QLrs2N+8+UL9iWb6+giK5A451b1Onr3NuJTkuHq4GjQBXyfwLrs2NwJC8322BAkp6PEiSi5fPJU+IzFJ2Vgx5kkvPtPDBpPElyXyYxK7NEVpctfDBcC3UVTvDCsjXEDXTmXroQw92aC5L75lcA+j4mWZJpd/Qs23zeviP3wJKNN1rzmwtCoQZAUSNG5IT5eGQmoEkkepWbAEjRPV6lxOPrwL1FKMoETR/AoTZEivujaqa20aF+xZhPMVdp87dlTyZvAkEGvXOJMvaP0WVUCMlts00pIysbFJ2Dztj0wJuQaTVMyCBrHI56H1TqbN7ue666aOddr8zAmT6lkhbxCL57380JsXByGjnoLf/+nDXgH9u9hkGSdmuFBr0o5Ji7unRwQmiZUWoMLOZ9XH51r1mLyGVqMrpN92XXros28bdlu3BOiWoLenAxhqIIkGhgo3c8rUr14CckRcvnZnKsYnTQZQEuf13tENqNOTMxkZv8tw0mbRUgCKvbXZ2do1a5NsLS9Z99hix9dJD82+vobRQfSVlWrsZnHhoIULGTUl5eZvaLE2cbBHbPW3sebf0ajyaQwvDUrBptPascL2dsBzQOEHl0yoyLp8pDWLihiokA323NWAfp5d1y7ws5nZbx9UEsj2zcUZABDSY+I+HjsvSkYzRQGUuKIs3EpAN0ok0yau7Q5LjkJezQVJKVdm3PyKliVjXpFCUZkkjgb6nmySJt7KittFluOqJWCWioMSYNy5ZmSLD0jI9uJAQVh8ICe0vaK1RthTDZv1Y6R6t6lvepn82ZHf81YKTIBjE0yfFsZrfPEtilSJ7Vs3x8HDufeH08J3a69X5GMw4hJb43B7N++NZj8W62Y/hubo1eCIPaY2ZYQMlV+bm6KjcTJPLJgsKaiKJc4ixlZYtuOfRa/YBc5m8dK7/3wMNabpuR83pxm9q44e5oZM2RHlcoVpGwpSbRv3b4Ha3QHpi89cYxUWwVHFeW0SKTASt/YglIliyPAvxrbfvEyDJc0g+AtEZJ6HteoU6jypi97vDPkCvvZ0UD9vNlVFLM7dz0LT4NDme7wbvwTinTYgBXnKmHXuWQkaro5nByAdkGO+P5VGi/ki7mTjNejayi3eX1slUmbDb0AcndyktyhyWxGCYYN7m30XtHMM0abBysvo9wdco3Nz/VycTFYYlXfGBYyNbukGfemNG1aNUOZ0iWkEXvnZL3oSnLv/iNdaXM2hocFgQJ1Meg1dJWXoM+k1HOtoMS5W+d20vzk/QeP4+kzwZ/E0ND+k1eWqQqv9tm82dG6SnX4uLqyzymZjhoacod/+3+jpes0daBX/9cw4rWJ7D2vj4uXr6F91yGS0Z+9vT1+m/klpn08yWpm88qxvr/YDKA3MtmSE0UCBOc5kgMaakEizuwliRvJdohyZUtJs0afvwjVqSZYKjRzkU4QhJuri+Q2mZO0uUqRYgYzfhG/VCkx8TgqUuoh1ge9N+QuzoW1tFcjz1+8lIJ5WjiVL1c6y31O3r/LVAs0TqCJAVwb5VD1xcneHi9iY7IdW9DBSlycL1y6xmRyYrIocy/87dAXTG5MtK+u7Hze7I6Nva0t+9yIJn202Lr5OBWzNsej79eRaDk1AjtvVYdj0QawsRWkj25ONuja0BG/vuGB4z/7YdYET/RpZjjXZaVNrPJb6Y1PTpZM37rWNFw/r76EBJlnKVEdoUqRl5enpDa4c1eQahu1n7ee8pXYjRrX5i41a8FRQWludpAUVHS6VTK4kkNeIUMH9ZGuL1y6xiDPQ14kIj27dVBU2nzu0QPmdE7fudRKYczPzCkFe67pHE3mSAQlBlev1ZobGXp9S4l5omKFsvCvUdUsZvPqgz6XvWpp5lwbSeI8eeI4/DfrBx0/k01bdqNxyx74avqvTMYssn3nfnTpOUJq3fH09MCaZX9jpGyEmLWh3m9yK0aSNtNCrZgQUBmyB44qyI3LV8yx2rtVZjpgqVy9dlMy7QqsEyCZeelDDEBbVjFsBt7XzU2aZ7pMNk9ZH53aW/a83qPHtJ+LZk0b6k0CiQv4phUrGVRCS1AFhhakxIpsJM7WMrroyNG8SZupb5CM3wwNfW7aVhOSdrMOnMZ3K+PQ8eMIdJsWiZ/Xx+PyPW0vVEZyJBIebEb0mY+x5xtn/PK6J7o0cFJ0jq6hiIyKlhJBJUsUY+qC/ECtAImpKfB0ckawQuPwcqNdtZrwdXVj1ZEtCjjSUvVjoKzXbcny9TA05y9ezTHJU1jI9I1k50QPI0ibMxtakXrFUOquYYP7SOfuNeu2GsREad3G7dJ2r55CYKcUYpWX2luolcIYkDu0IXqu5RJn6hE1pNw8O2mzUsUcQ8/mzY6+GokztSJExscbp/LfpxtOHtqEqe+Ol2aD09r1p1//QcPg7lixehNm/7eY9fCK56ny5cpg1+YlaNVCKHJZKzzoVbOJlYMdQjMEB2dDL0jEmb0rzp2SDEa6ddEGvXKnPWs3saIvBrHSa0hpc2aJ86ZLFxCTJJiN6YPkvq4uLlLFIyY25/m+5twzGpxNP6/YJ2hoabPIAI3EmRbv1IOXmcYNg+DpIRjRnTx9gQUplohuf6Oe+bwGHlUkJzwmHRuOJSIhTKgob7l6AXN2xuL+C+0ivmxRW7za0QVL3/dCnZQZiLn4IxKfHsbly4aXqCnJ+QtCYETULUA/r+jaTNV3Y1QTCVKuUCVGSYnzcFnlYumK9axFyFjS5mADzOelZERschLcHB3RtprhvAky06t2kKSQOKpRSCgNKXTEhTd9RxXEhTYnSOZJJmNE0SJ+ikqbKRGw7sI5o0mb9Rla0VgppYJTSlBKcvOQm8wUz9BskgW9SkqbDT2bNzvIP6KEhydzWRfVGcbAzc0VH02dgBMHN+mM4yKZ+usTPsAHn0yXEldk+Ld7y1JUz0G9aC3woFdl0Mns+ElN0FvMG3Rq83R2QUAJwxqM0AxF6oMIi4uTFkI0o7ZsGeF5b9y8g5u3lJmtaO5BLzn2ii6KzSsbvjrSoXpN1tNNsl3RzVMflPFr2ULIcKakpOLAodwNDiypnzc8Lg7nHz8y6KgifceGenrikpOx9UrWFgAHBwe0aiks8Gghvt8CRxeRg6R4ziIZIX3ByqFkwOE7Nw02qojOmdcfpWL21ngM/i4Szd4Nx5Q5sbgWUhnIsEeGbTySHe4hoJwd3untis1feGP3tz74YKAbGlR1QJNGQfma12uubvOZoQWi2IdmyFFFOS3g9926jpexMYV+vMDaNaV2HFr07dl3BIbkyFHtuaiFxkhLScTzfMcaAcwl1lj4ubmjnUYhQYZWhkLH0GrZWoNJm3t0Vda1mRIBT6KjWGLAGOZi+nquQ148w5VnTxR5TOrpHNivh3R9xSrDOmrfu/8QlzXeFuQgrW+Wu5pn8+qDXNV716mrM7vZmFASaf6/M7F57XzmhJ2Zvr26YMOqOShaVNmxmuYKD3pVBs0gFQ0FfGoIkuOmFSoadFyBaDAi9qeIEmc6cXTtbD0S57wawhy8LfRvktzIUCNx5FAFRuzpWXYmZxfnju20EuedFtTXGxYWgWvXBYOq4sWKoHKl8lnuQ3219OVHbuQBGimYMY4NJYxycnHuYOGji8ggQ1QVUE8pZaAzH5fktDSWvGukaaMoLC+jhGru1DkxaDElAj0+j8TMtfE4eysV6ZoiCPV0lXUVFgFtg29i3Wc++F93V1Qrba+zKBIdnAmxT9NcKEw/L41CexkbyxbwxqjAy6F2GpK5U+BNZmNKMHywNpBarHAglcW07WTOpm2Fevy0NMlczNiBlVy9suHSBWYMaAjIRMnHx0tq51IyoS6XNivu2qzpdabEALVQGBNycBbb0JTsuR7UXxv0rlq7OV9jcPLLpq1aA6tundsqZqQkzual8/oQA87mzc3FmRSASo2VKkjV/sDOVfj5h2nw8/Vh7XnvvSP0/xpinJq5woNeFc8htS8tZGaM1Ws1vIFQkdpzM0RyJu7auY30/1t3WG7QS8Zh12/ekSRRZctkHzQdvKWRNhvBUTPzzN7Dd27hQUR4nub1GrraYUyOnpDP59XfzyvO56VRRcZ0JRRdnPfe1F+1atemuc7oImP0TZmuAp9VSrhL08/btmp1Jm0tCDQ798ClZHy7Ihbdp0UgeLJQzV1/LAkvIrWy5TJFbDG8rTP+e8cTJ3/1wzf9BeXDnhuXWJ+kPqhCKvbvnzx93qCLPkMm6uoGCr3/eUVU9JBfhLerbqLC0NDnU3SkVUriPLBfN2YqRWzbuQ+hodmfJwtr2kbz6w3Vz3v49k3mQEsmeR0MoIzIDar6k6yaXoM4MklpWB+2rMKoVJIii7RZwVFSlIygRIC86mpsxOT3mgvZu9LnF5K8iucOmjKw/6Dh1Ehbtsn6ebu2N8hsXmN4RmSGRleJY6U2XFJurFR+oe+x0SMHIuTCPty4eACffDDRKh2ac4LvDbX289rZIswm3eAmVnIala+AakWLs0W5WFFs1rg+vL09pZ7EFy+VcQ5UY2+cGIzUq5v96A76ojmkkWq2rCyMozEGgaXLoGZxofdmRQ6GViRHp/FFxOMnz9jFGubz0rEjqSTR2kj9vCKUfS+nqVqt1fR7ySGXRf+awnvl2fOXRumbMlU/b2YTKzouYtCbnwV8dHw6C3Jnro3D0O8j0fDtMIz9NRrzdyXixmNtvyaNFaL5uVP7u2LLF97YM90Hnw11R8tajnBysGHycw8nJ0QnJWLXdeF1ZIYq0w3r15GSXydOmW7Rkh/IkVNUBZHywdvbq0BBr7GlzZlNk5RypPXx8ZZmflJ7x4o1hpFqHj4iG1VkgH7eTRpzLzJiIwWWsSGFRLeA2oomJHKTOC9dsQHxGsOdwrBBNpu3Z7f2OZpR5hcySQyPj2OTAbpq9o+xoV54Uv09jAjHyQfKjSUcPKCXtL181UaDTV8Qz63ktq7UZ0dnNq/G/8TY0Hqxn0YpmdtseGNAbVV+fj6mfhmqhAe9KkPq5y3qhXRkwNXBEYGlhfmrxvjgiuOLFp8+wQI8+vB0bN9KWsCSBbo1z+e98uwpIuLjYWtjg+BKxjMFEGQ7wgl9+dlTOVYL5X0yp88Yz1jBlP28t0NfsoUA0bqK8ZIR4rERq73ZSZzbtwmWtnfvPQxLgfqUj2mq8LTAbCSTChPXnj/Fo6jIHEcV0Xv5cVgaNh5PxOeLY9FjWgQaTgxnQe7srQk4fTMVKZo4l3JRtcrbY1wXF8yf7InTv/mx+bljOruiaibZMkH9kN0C6uS6GOkgawvYtecgzE3anN9+3juhL1lvINHF3zQLeP8SpRBQspSijrTyQGrx0rUGUVXkdi4qDJQ423z5osmkzZkripQY0WfQpwS1/KtL79uXoWHMebawrJcFvb1k5j5KsFYjw+9cMwAeTqaRi1I7VZsqQsuGUm0BRL/eXaTeZzItFUdmKsnW7fukz2PnDq3Z2lIJjt+7zVQJtFbuboTZvNkhVv9P3L+Lp9FRJnsdnJzhQa+KePkyTOptca9SRqq+FlQSWBAG12/Ierzuh4fh0J1bUu+FyJZtlilxPnM+b0Gv2M9LlVdvF+NKAimwomCbAryT9+/lLeg9a/7zlcnxWDS/oF6VGtUrZyttpmp4KS/DzU3OzZiH+iRvvRSqb9mPLrKcoPfSlevSAokkch7ubnpdm+uWKYviHoJiJDRKqOLSvNwJf0Wj1dQItHk/Au/9F4ul+xNx/XEa5LFKxRJ2GNjSic3OPTbTF2s/9cZ7/dzQrKZQzc0N0WV1+7UrbC5tbm0BO3ebR9B7Thb05te5WewZJV8Ccjs1FT00CYns5lznF3IFLlNaaE0hDwB5MlMJSPouJnn0mbYVlrMPH7C53/QdLI5DMwVtqtZgEmcaZ3Uqh++awjLt40nS9m9/zS1Uby+ZJBlK2kwcvXub/TRVlVeks3+A1OqkFEWK+KJ9W6ENJyEhERs374LSbNq6yyCuzecePWQ/65UtZ5TZvNlBZrNlNGuPIwoeG46y8KBXRRw9rs0gu5QvYdR+XnkmsbPmy3axxtCqXZtgODkJDpL7Dx3TGX5tKZw9lzdDGGlUkRH7eUVKeHpJo3hyMrRqIDNWOX3W/Cu9x0+clTLEzZrW1ys9F0cVGcu1OTPVi5dAkEaRIc5xlNOkUV24awyeyCE4KrrwjrVqQGd0S6ZFJh2zTZoRQF6oijd+j0aLKeFoNlmo4tK83J1nk/EsQtub5mAHBFWyx2udXPDnmx44/rMvdnztg69HerDZub4e+f/KovcEOdPTAv5ENmNYyKme5tyKozsePlLGHVWtzs07Q4TgwJSBFdFccx6lwEoclVcYqH+N5sCKLF6+Dkpy4eJVWT9vVtO2wnJc8/6kHkFj91nLoUR74/LC2JcjmmDPELRs3hj9+3SVJOlTPvqmwNX5DZt2GkzaHBobywoBRMNyQvuQqQiuKKwJrzLVmXJrscH9tTN7l6/aAKUT1wcPC98VZKrUtlUzxYPeumXKwZTQuqSZZr3Og171woNeFXFYlE3Z2iBCU8EwVj+vHFHiTDPHaNi2u5sbWrdoKg3AtiSDJLHPUux9rVSxHOsN00dqWhqOajJ4xuznzVyJF6VW2S0SA2pWhbOLO2zs3XAh5AnuP0vCnWepuPYwFRfupODk9RQcupyMfRe1l/2yC1Xh6HLwcjKOXUvGmZspuHQvhY2FufssjUlRyT03Ki4dSSkZBjdmkssJm+mZuUgGI2T+IppYmYqetYVkw57rWc1fHB0d0aplU+3oIgOahRgT4djYwNa1JLzKt8V/2+PxwdwY9P8mEoFvPcHpB0Ll5sKVCth7IRnPZQEuUdTLBq3rOGBSH1csmeqFM7/7YeVH3nh/gBs61C1YkKtvAd9M04ogJq30LVjk1V61V+Op9USsalHFkYL2vELnDeqjJdpoxtOYivply8HRzo4lJM4+eqDIYw4d1FtKjK1Zt1WRXlFjSJuJk5rPi6kDK0L8zIgVTkPx9edTJYUInRfXbdC6L+eHdRsNJ20mBQ/h6+pmUmUEUb1YcfY62HjLe8q5Xnfu2Bqenh6ST8ODh8ol/nbsOiAZBFJFWUnzt3Oa8wapiUxNcynoNexnhlNwjDONnpMnjoiGMH6eSM1IZ4sByvgaG7LjL+npxfoSqGr1WtPmzMV5h2YEDvVm9OreEZYCVRLzUjG58OQRYpKSmPSsiYGHn6elZyAqLgORcemIjM1AZGw6IuMyEBpdBfY29ohOTMCov67Ay7YiYuLTEZuYgZiEDMTSJTEDnu22SI/V4RPDVhVtbQAXRxs4OwIuTjZsW/sTcHWyYRd3Zxu40kVz3c1Ze7u7i3CdftLF1dEGtvTAmUys9EnWaEFCx4WCG2MrI+RQFf7L7Ztx+uF91mOUWf5O2e0t24SRDadOXzCrz1BKagaehqfj4cs0PAzV/HyZilNJI1C0ywewsXPGbKYKFqpgRKLjHcAmAzbpLrBPLYmSvrYIKG+PgHL28Nf8LOZtnLwrKTN2hlzNUUZLfb0Ll6xh23SuIxdMtXLn7gNERQmjMfxrVs3XSIqLTx4hISWFfV7qmbg6Qj3X9B137N4dFlwpcV6luZUkc6YAiqT3G7fswuAB2iqWoUzbCgsFMaKUuGF5FQS9moT76Qf3mFkQuUkbAprX+tH7b+HDT79j1z/+/Ad0aN8yS6tEbtLm8xcNJ22mc7qYpDHmDNjs1AxNK1bCliuX2GdGKSM6ctTu26sz5i9aJY0vmjxxnCKPvVnu2qwxm1OC8Lg4aZqFqSu98s/MjZfP8SImGsU0LT0c9cCDXhXNISVZHeFWuTRItFK/XAU4K9Tsnx/s7eyYkcXvB/di85WLLOilLCCd7OmLecfu/WxWoVJGBKYmt6BK5KBmwdygXPkCuWrGJqaz8Sph0RkIi05HWAxtpyM8JoNth9J2dAbCY9IRFZ999dTWozzgeBv7b12De3xpmBqaixqXlIE48juJUabqS+sKFiQ7AY+93oN3s1jYIRHzjpSC1/lYeLjawMPFBp6uNthxV1jsBBSrgGdhdvBwSWe3k7OvMRcodUqVZhl4cvikimJmI5qgOlr3YjU5OCenZOBldDpeRqbjeWQ6q+LT+5Quj8PS8Sg0jQW84vxbObbuWZUolLSoUtIOz2wf42IE0KxCVSz6rIgiVduCIiozaJ6jvoQE0bplUzZ3lWSWBw+dQGJiElsIWtp8XrE6RHJ8V0ehbcWUUKKKBb13buPdNh0UeczhQ/pIaopFS9cqEvRm6edtqGw/78PICDzTzPhUap51YaCECAW6FPCefXgfTQ2oOhs7egiWLF/HvBvIkfy7H//EN19MVYW0maC/n6hngiJEdsGVGPQqCc3sFYPeFas34d23xxb6O5SUFqJyhj43nToIxqhKQOdzwsvFxeQVeKJykaLMu4Jm9dKx6V1H19iRY3p40KsSjsj6ed0qUdCbgWATSJtFKHtIQS+ZJUQnJqJ4saJoWD+QzbGMjIxmo5WoH8cSyKtkTZRGNq+k289LEt9n4el4FpHG+hNZ0KAJHF7KfsYrZILpmFIFyY63keZ8C5U8O7EggwJA6aezDR49uIP1GzYhIz0ZDYJqYPTwPnB0EAJBMv9xsie3XeHLLDt1cnp6BnPNpaAoOZVkkZqfKRlIShGuJ6ZkIDEZSEjOQGJSBvvJLknCbQlJGWzGKgXF8YnC7+cFek1UuY5JAOw9tAvALado1qruvNUIzxDAAbh5uxy6fCo4BYv9oWJw7OFqy36yarK8sixWl52F61ShdtVUqdlPdhEq2XaaynNOGXiSV5M6Yt+NkCxBL40tovuQNPXi5WssgaRUUE6PRceE7etE4RIdLygFSDFAUnRSCsi3KblC71NSEuQXetluDgkIf3odabH30SywBN5+tQMql7RDcW9b9ne1+PUBEAH0DKpq0oCXqF2yFHxcXZnzOknPxJEscqiyRPL5A4eOIz4hgSXD5DOW1drPWy+f/bxi36ih1Sr5rY7Q66IWEkq6FhaqJtFYFKqG03G8c/c+KlUsXMBy6XIIYmLjJNM2avtRErHKW8bbhymtTA0l3KkKT4t3uhgy6KVg6KfvPkWnHsPZ9dn/LcbQwb0RoBn1lh9pc++enRV9bXRuPfNQkNA2UEnQK/b1UtAXk5SomJt0k0b1UL5cGdx/8Ag3bt5hZnn5Pb9kZu+Bo8wci2jZvBG8vTyVlzaXLmvyCjxBr4HW7dR+Rr3wPOhVHzzoVVvgZWODKCcbVj4zZdDbqFwFaZFIC/hedYKYizMFvaKtvSUEvfIKe7GiftKMW3ngR4HBvefJOHJHWCzevVeWmfJQkEsVsIgCBA1y3Jxs4OtpAz8PW/h52sLH3QY+7sJPLzdbeLvbwNtNez0ssQGazNyBJJuX+HdyBsr6ZJ3H9uhxUSyduZRtP7OriL7BQ6AWmSwFZvLgLFb8qZFmx7FgV9g+fvoart95BhsHN5QsVQEOLt6IiReCaCIDyUixF3qPHFN0qyMUsFMVnS6Abi9pQaCEAQW/lDxwFpMHjtptZ0cbPE2gRdFZrDl7Da4xMXCws4G9HRu7DXs7G5Rp/C7CwsKQDBt8uegFPNzdkaEJ8sXkA/2UJxjoJyVWpNtSM5CULFTX2b5MFH6mFf5P1MHbzQal/GxRpogdyha1Q5kittLP0n52eHXcRGw5Jsi1R0/5E8H+2qohVVMvPxWOizFHe2UHJRtaVKrKfArIgV1f0Et0bN+SBb3Ezj2HVBv0yp2b82NiJfQBqivoJSkvzR6NTU7CpaePFZEpUoV+YN9u+HfeMnZ9yfL1+PTDiaqVNsv7eem7Vy1QQoICXkoUTdYOcTAIjRvWZSZkVPEl34P3PvwaW9ctyDWYkUub6Ttc3xz3wnAn7CU7n4kOwWqgVslSbP44tfVQsoRmOisB7Wuq9v4wcxa7vmzVxkIHvZu2aKXNPboqo+RQm4lVZuUKC3q5g7Mq4UGv2iS2vu5ISk9ni4CGJpQ4Uba9Q3V/Nnd027XLLOjt2rktpn09k/3/1u178d1XH6giu1ZY8zAbRx/YuZVC1SadMXtLAh6FpeFxKEk70/AkLF2odto/QLJXCpBhh4OnisEG+kefiFCgU8TTlvUsFvWyRTEv7TZdfD1sWIBLgS5VE/NDUa9iTEZDo4t2X7+G0U20M2BFSpcqwdxoSSpGYyAiI6Pg7W366oGDvQ286JLHIknHFb8gSpNoWbttOerVFRbqqWlCkLzjWgheX50OF3sn/DmmKhKTbFmFk1WJ49O125p+ZyHITmfbCTkfwixQJZWCTwq1syPNthzgA0SnRGDZkaewT/fVvYNfD7hpVFhLWA+sciY7eYGq3V5u2iRKUfF96Z31PZrTOCCqVotu8xRQNmksjAUSocCKAiySEfsXF0bImJqWVYSg91A2ZlZEx3Yt8fG0H6R5vd9//SHUBrWWkFKAcHVxQfWqeQ9e6ZwRGieMmGqsAgktQVUqklpTbz4FV0otYIcP7ScFvUtXrMdHUycUSvZq6KBXTf28IpR4n8FmjypXhc+JLz55F1u27xHUZMfPYPmqjRgysFe296cWhJ9//0+63rNbB8WlzWKVt6JfEfi5uUMN0HGgpNWu69dYUkKpoJcYPEAb9K5dvw3ffD6FGTEW9Fy1fdd+tk1rRfKGUZLzmkpvkApMrDIrV8hdm3qOfRVWhHAKBw96VUBERCSuXBX6RV0rlWZWMLQIKEjfqJLQOAsKenddv4q09HRUrVIR1apWYrIXGulBfYl1atWE2qHFN1Vk771Iw4MXggnPfdp+mYZbjwJQtON6dr+bGWBjVPSR4iBk4R1Sy8LZwZ6Z8pTwsUMJH1vNti1K+ArXSd5JVTLRiMkQtK9eky1gd16/qjfopS+Y+vXqYPPW3ZIcUq1Vq+yg0Vhi7yJJT+vU1r7XqGpKFfAbYULVKrhSJXRtkL8RHxQ4U4VUqjBrKqYkySZpNsnRqYoqbAu3k5xbDH6TNNJuQe5N/0e3eyM2vQiSbEJh734X7il+7HlS0+j58v7aHO3BKsr0k4JPdt1e85PJ1AU5NqkEtOZgEG7TXPd0Fd6HpA6gQJf6nGm/KcGVazcQERHFtmvXqpFFsib2mpHhCgXFaqBVlWrSYiQ7kxFSelQoX5ZVj8gs6tbte1nUH6bmasgtttgnAgP9mTQ0r1DvLFG1aDEUcVfHAl5cKLKg9+4tTGipzMI4sHZN9t4kWTIl/2jqAFXyC8LLl2FSPy8FVY0aKturl5CSzAzG1NLPK9KoQkVm3BiXLLw+Q/e00rzYaR9NwqSpX7Drn335E7p0bJ0lYUtJtzXrt+KLb37Bo8dPDebaTJx+oDWxUhP0maGgV+mRUtQG0LhhEE6cOo+w8Ajs2nuYqfwKqmAUDffoMalNTinoHP4oKlJ1ld4axUvAz80NYXFxOHrvNrprZpFz1AEPelXAUdkcUs8qZVjQqwZJIGUP6QuPPrw04oIyi107tWFBr+jirLaglwKMO8/ScO1BKq4+oDE9wnb2xlBZM5jU41laI+uknyTl/PfiI1x9CUxoXxOfdfEzeYW7Y3V//H3kIDPXys5Zs6Es6D115qLZBb3kqi2OOaBeS32Le+o5J5pXzr9rMwWAFAh6KjwO84ONAZh95AAaBj3EkpHaRRh9xvcePIF+g19n17t0boNF//3M+mPp3cR+molyQpQAEy2aNcry/+LIBlOMXMuOKkWKSa70h27fQr8g3eo0QfufAqN/5ixh13fuOai6oPesvJ83ML8mVuqSNovQ+4Q8JI7dvcMCGqUSJcMH98X7n3zLthcvW5uvoJfG81GVatnKDcyIRzwXUT9vfpyF88L5Rw+Rmp4OZ3sH1C5penNCETdHJ5aAJ/diCq6MYeQ0clg/LFq6hiU8X4aG4evvfsOM7z6V/v/o8TP45PMfdMzcCKoIG6ICL5pYmWKSRk400/T1nnlwD4kpKYqang7q35MFvcS3P/yOju1aFMi4dNOWXdJ2NwVdm+UmVhRglvXO2uJl0nm9FStj0+WLTOLMg151oY4UvJVz+KgwtJtWvlHOdqpZLJIjnjgCZvs14QumW5d20v+TDMmUJCZnsLmzy/Yn4NOFsej3dSTqTghD92mRmDInFvN2JeJ4SEqWgJfiilK+tqhf2QYJDzYh9tpspF//Aes+9cLp33xx9nc/bPrcB7MmeOKTIe4Y3MYOt8KFL75O/tVUEZjQcXFxcGAZ+OP39Gd6qdIrcubsRZgbh45oPhcU1AZnDazikpOk+YnifDw10LaaMCv40K2bTBIoQu+benVqABmp7HL50hUWeJNBFqkC1PC+yisHDmqD3tYthbneIrFJSdKCRE3HhfZvS021N6fRRbTAE9m5m2nQVcXZAvbzqjnobVqhEjs+1Dt57bkwM10JBvbrBkdHYbG+bec+JlGmmexiAKvXtOjsRbz3wVeoEdQar4yZhO079+vcf0Df7lAacW5yUJkycDTQaCC1z+sVoUo6mVqJ58M5C1bg/IUruH3nPoa/OhFde4/U+QzUqFYZKxfPwl+/fqP4OZRmWosVeLUFvTSXlpIkyWlp0kglpejftxsbJUWQCvG3v+bl+zEoeUXeLyI9umrXjor285Y2/RipzIjrZmN9Zjh5R11nV2s3sfL1QEJ6GuvnFbN4pqZzzQC2QNx+9Qo+79KTLbKKFyuC5y9CmWyMBpiXK1vK4K+D+jOpakvV2ytUwX2QittP03I07yF1ccUSdvAvZ4+aZe1QuZQ9yhW1RdkidkwiSifkbb9SxxLQoXtHBJTXn8k8ef8u+2JxdXA0+VxLEcrqtqxcFTtCrrL5o62qCIGWHKpIiG7Bp89dVNQt2NhBbws9Qe/Je3dZdcTd0QmBpcuq6guPZqBGJyWyfrDGFbRyRR8fb5QpXZJJ8qhFgFob6DZzIjk5WernpRE/TRvrGsecun+XtUOQ0YqaqlYEfWZWnD3FzKyyo3mzRmzuLTmOktcCyeyVdupVzrm5Vr7kgNQSIQaZasLb1RUBJUrh8tPHbKEYUFKZ7xT6bJGT89oN29goqu59R7Hb6bxIi3ryPShVqjhKlSwBN1cXbN62R1IyZTbG6t6lHYYP6ctGWynNiftC+0zDcuqRNotQAv63A8pX4XOiblAtvDpyIAt46XtryCsT8DI0XCf5QPN4qU97xNC++ZL45wd6P9J3PyneapdS17mMkiPU/00eBTTuS8kEo6eHO36c/glGvCqYv1GPL/VLU4tbXpn17yI8ey6cb2oFVGdtI4YIetXUz5vZXfvSk8eISkhgBSSOOuCVXhNDBkMUPBIulYSTKgVWns7KWNAr0ddLhLx4hnthoewLr0snbc/V1h3aTJ5SRMSm48iVZPyzLR4TZ0ejw0fhqP92OIb/GIVvV8Rhw7Ek3HisG/BSr2PtCvYY2NIJnw9zw8oPvXDuDz9s+8oHP431wJjOrmhTxxGVS9qzgFenwp7LfF6SQorVETVl4dtXF+a+kpmVPtzcXOFfUxivRP2X1KNoLkRFx+D8xats29vbE7UDqmcrbabjQkGmmiSBoknQ3ptZ5/FSn6HIpSvXYW6cPnsJcfGCAVfD+kHsfSZH7DFrXL6SwY1vChL0EvfCw3A/PEzvfSjAEZ3pKVA6cOgE1EJcXDxCrgvve19fbzZeJK8c1wRWxdw9mCmP2hDVTUq7nr76yqAst1Hw9uTpc5ZAIHfZv/9bjJm//Zsl4G3apD5+++kLXL94AP/N+tEgAS8FdWo0sRJpUt4wVfjcILftIn6CESD1ZIsBL30+J08chzPHtmL0yIEGC3jlJla1SpaGi4PpZ1pn95k5elfZzwzRo2t7FuiKUv+3J3/GPjd54fjJs5j2lWB6Ks5hVhrRxEpN/bwi/iVKskA3XeaWz1EHPOg1McdOavt53aqU0TFcUQMV/IqgRrESbJtcnImunbSmBuTiXBhofu3+i8n4a3M83vwzGq2nhqPxO+EY/XM0ZqyJx7bTybj/QvdES0Y9DavZ45X2zvj+VXds+tybBbhrPvHG1yM9MLSNC4IqO+TqiqwznzeHXiDR7bVFAfpGDUmH6kI/9fUXz7NdwNNsZZFTZy7AXCDnTvELlmYn63PkLEw/r6ER3TRp3Fdm5H3woguvObH/4LFspc3yoFeURaqJsj6+qKQJ+MS529m5OIvs3H0AauHEqXPS54L6efOj3Dh+VyttVqPiQ/SxoEqv+J2oBNTnuXjeb2zhTRMIguoEsNE22UGJhPcn/w/njm/DtvULMXJYf3h5esBQ3I8Ix4vYGNWNK8pchTe2XJPMq7749N0svaanj2xhATFVIw2NKBtWm4lVZhntyfv3kCJrpVGKH6d/zOZdE8dOnMX8RavyZPo2etxkKUnRu0cn9hlSEvJleBYTLcm81QapNZtW0CTxDJCQ4BQc9ZStrJTDRzRjEGxpPq8tkJGOFppqhFro7B/AKr3brl7G+OatWRXE3c0VsXHxLHDMq0TzRWQ6rtxPxeX7qdJPui0nyKE3oJw9AsrbM5kybZctaltoZ+TIqGipwk4Vk5rV9QdO1J8o9o2K/YBqSkiQC+vNly9Ytfe1plmNqurXrYN5C1eybepVGzygJyxB2qzWfl6RtlVr4Mvtm9miiSokNLpHRO5Cfemy+VV6Dx6W9/M2zeJCS8YqavEl0EfLytVwJywUh27fwIiGWYN2ooMs6N2155BqWgO2bNP6KLRp3cwi+nlFxPcLBYAkw65StJhij03SZLpkluk/ex6KJ0+f4cmT5wgNC0eAf3U0bVzPqI7j1A4gJmRKeJp+rFx2x0aUno9tpu15NzRDB/Vm6gYau0czfIMCA2BMJBMrFSYjiAZlyzOVU3xKMi48fogGCr9Oclv+atp7ePvdz9j1aV/9hE4dWrGRiPqg+cpj/jeVVeYJMgH8beaXip87z2mqvMU9PJk5oRqhJB554Yimjhx1wINeEyNVG4t6ISVDcG9Uy/xEkc41a+GX/XvYF57Yn0BOwBs272QnObK0H9hP19yDgtnL91JwSRPg0uVlVM7Ze5oTGlDeDv7l7aVAl0YAGWKxSeMnxGoCOQNnt8ihhWKqpj8xsFTepYTGgkYXUdBLo4v0Bb0N62vNrMjB2Vw4dNQ8+3lF6pQqDV9XN4THx7GKYs9a2op77QCZvNnMKr3RMbHS+4gcbOsF1coiB6QeODqPqaX/Xd+83vknj+LArZvZBrPkU0CJsGvXbzEZ7OWr13WOmymgCu/WHfuk6/kZI0JJItGQh8ZIqZGi7h6oVrQ4brx8ziTOSga9+qDZo3ScjeFJkRMnNUkiNVZ55fN6/zl6UKrCGysBRM8z7rVhMAWUrKTvVqK+Ss9lro6Czwj1hFNwpXTQS4wY0her127BwcMnEBMbh8kffIVlC/7Q+x74bsZfkrM/+SIs+O9ng1TkpX7e0mVUkYzUh5iMJ1NHKp6YegQpR4DLm03ctyjKG50qlGQ/yfRGSet5JWhYrgKzhacgY88N4fVStk9k96FLTKL8x6Z4vPF7NJpPDkfz98Lxxh8x+HNTAvZfTMkS8P6/vbOAbiptwvCbpN5SLxQoVNDi7u7OsgussMsKsMa6u+u/7gusG4st7u7u7tCideqW5D/z3dzbtE1LJZ55zslpkqZp2mvfzLzzDgWz/dt44MnRPpj2hD+2fBqMLZ8FY9oTAXhytC8GtPVE7WCNxU5oW7ftqWA/72kl021v/Yny6CLZKZjGFpSEjCf8DdI8WriTOY+9Q8oBuQofEhxksgpvr/28MpRE6duoiUmJc72I2qJPmTh5+pxDbBOZbdv3iESX3BJQsp9O7sek3kR76n83RlbSXM9Ix6mE62W+zni8DVV7bc3+A0eUCkrzZo0rZQxDyQg6f/t6eNiduZgpibO5Z4/aM/bczysjJ0quG5mhOTv7Df28/p5eQlFlr1iyr5egNdhXn74lgliC3MwXLFpZ6nV0jvzkix+Vx59//Aaax1pGHSf387ax02QEQedZKpaQqSOZoTL2AQe9Np5DKvdn+cTUKWa0Ym/9CQMNwdXCQ0ew5Wg+LhR2QUCH9xDSfw42ZE7Bg1+n4+uF2Vh3MB8JN4pLlmsHqzGgrQeeusUHM570x/bPg7Hpk2AxEmjqSMlgqmagdXdFcmWV6VGhfl77kjbLdItpKFylSd5kqt+Kgi95rAn12Bw8LJlD2TNbdxRV4WnbmKrC23M/r0wfOeg9fbLUIkLu66UAUjYmcgQ2liNtJuR9kCpD9gpVFMlo5GZ9vQPtrK/XePzH8CGVG/8h9/NSJcgek3elF/CuEfRm5+cL2bC9V3pr1vAXVXhX2jZ7ZaOkevWtKnev6jGz/YLkmm8JoqPq45XnH1Mev/DqB0hJSVMe0ySCBx97UXl83z3jxNxkS0BrA2VckR3288rQeZbMHC1hzsdUHfs9kl0AmhkocNPghofK7kysMnN02HkiHz+tyMa1S9KJddGho7j/izT8tt4NnuE9ofGuWaqCKwe4Pz3ljx1fBGPj/4Lx/VR/PDrCB71beiDEX23zCvvBw1LFmipuZWUjScotzxu1tz5rGU83N6XXePVJ0wFt+3ZFszz3OMC8Xkfv55WRK73kFHw+OanY94ylso5kZmU8n7d3jy6lZlrKGW1KxtgzvSswr7dzxzaKSmLXnoNCgWAv/bzG89KdoZ9XRh7VdykttUxzPmeCehOpAk/tAOQQbM8o7touEvTuibNvEyuZzlExUKtUSM/NwdFrVyz2ex558B5hAkckJiXjtbc/UZyd75vyjJgQIXtWfPTuyxb7HHRuSMrKFPfb2GFrk2nlCge99gIHvTZEqTbWCoTOIKOx1UGcV6DHgbMF+GNtDp7/OQNDXksVY4Lu+TQd/5ubjSPH6wN6DfTqXBS4SYGghyoTede2IvPkL7in/Qls+0yq4MoBbq8WHgiuYX+72M5dRQ6oNGO0rCwuZbTJcp5MiFr4uaNw+YfQnSzqqbM3F+fVJ0wHTx3bFfWT7nGAvt7NW3Y6dD+vTERgEJrUlKoj60pInIubWZV2eLZHrick4tgJqTJKs7qbNilezaUEUU5BgZCbd6wfCXuGzKxkxUBZ1RF3d3f06y2ZRdH5Yt3GbbAVZ85eEFJ4guY8tzIae3UzCrVaJRnRxc78IkpSNzAQUcEhLlNR3G3o56WKlb22A8jIbuyusF2omqiYWNWz3wo8QeMtWxn8Riy5baiV5evP31YmKfwzawHWb9wmgl95djglCf/46QsxVspS7DcUIur4B9it8VtJd21qLyFVB2N77C8icRHIEEaeQ+oRGa5UR6whPSvU6nEivhBzNufijT8zMeadVLR9LBnjP7yB92ZKc3DPXdPCeGpEsJ8XanpKJ/9enS9g86dBeLn/ftzY8wqyT/+OxDOrEBrgGLtTZaXND4cWQvfrROgOLUbhwjegO1s0ssVezKyIM0kJpSqKhCxvdoRKb1JSSrHAqnGjGIfr5zWmb6OmJuf1Fq/0OkbQS0YmMr17dS3Vby9LuKgyYo8zLUtWrag6QmY1h69I8lJTDOxf5FS7cs0m2Arj0XBU5a2M18HRa1eRmZ8n/t4Odtw36ooSZxo1Y+/9vCW3S3xqCuJSU+DMxKelKmOk7L3Sa8kZ1yWhtpwnpz6gPL7/oWcx45d/lMc/fvNBpbwGnLWfV4aKWNR+RuOk5PFXjG1xjCjFCTGuNnpFSUFv74aNLJKxjE/UYumuPHw4KxN3fZyG9o8nY9TbaXj190z8uzEXR+O0KNQWn4PbuYk7Jg/2xlcP18DaD4Ow84tgPDe0jfj+8eQTqBWoEfNTTc28dRhZuWEGbFnsPn0Ub+oOYFLSaqAgB+o2t4jntQtfhe6a/QQqkcEhSkXRlMQ5NDQY0VHShejS5au4dj3RIbYNJSRMLe4doZ9Xpl/jJorRGFXcZBo3ilay4UeOnlTMoeyZDcWkzZ3L6ee1/+1CDvSyu/Sms6cqFPSuXbfFZttp6Yq1VXJtNpY2t6xDxiqSGY09Y60FvK2ha/PuuPOKWaS9Q8qV+kHB4v52J09IyFXeugGBdl9NLFmFN+eMa1M8//TDaBAjKXnS0qRZucRTj03CsMGVOzdVBUfo55Uh9Yac0HL285mjwEGvjdgij2TxdEeGu6qY5K46pGTohJPy1wuzMPnLG+jydAr6v5yKp6dn4NfVudhzuhA5RioLdzegVbQbJvT1wscP+GHZO4HY+3Uw/nw+AC+M88XQDp6oFya5KNPoIoJs/M8mJSCyfl0htSPOnruoOIvaM2S5L1fYSYrTsrkUlJQk7eQ2vHxlFgbrL8MtLAaae6bDbfALcBvyIvQFudDOfQ76NMv1z1QW2WiM5vWaokO7Vg5R7d28dadT9PMay5uoGp2elyskTsZSsWZNpSRXdk4Ozp0v+p49QgupjZuLFA69exbv56WAXg6u7HU+r6nRRTfr660ZFoq2htmgySmp2HfgCGwhK6eeYtmDoFuX9k7ZzysjH9c0S/lqutQn6IxQz3JiptSb2MnOZeeuVoWXz9Xt69l3m4ZMV8OxnZyVVa4jvTkgF+evP3un2HM09vG1l56ApSluYmX/lV7jJDAHvfYBB702QqmMhgeB8nJhfn6Ko2hFycnTY+/pAvy6KgdPT09Hv5dSRJBLTsrfLs7BpiMFSM0syvpR0axRHQ1u6+6Jt+/2xX+vBWL/tyGY+2og3pzghzHdvNCwjhvUatPSOcryyp9x+bGjIhA2lgcby4btlV279yvVmq6d2yn9KTL6wnxo138H3azHEY4cLPVsjIApf0MdLslR1a1GQNN9EvRZKSic/TT0OfaxKBvYNFaRZOcUlO4d6VCsr1daQNsjm40qvT27dzY53sMR+nllfD08lbnbpSTOLRzHzIqC8kuXryljsORkl8yRq1eQkZcnnN47RTnGAl42s9p+/pww4aqYi7P1Jc40IkSu3gwZ2KfUmKjyoJ+Tg155YWzvkHKF+vWcvaIoz+el62qtGtIIM3vHVYJeWYrqKEFviK8fYmuFW23b0JjHqQ/dK+7TteCXaZ9W6rxUnUQRtaQ4golVSTMrMkbLK+c6w1gHDnptQGZWFvYfPCruu9evqVR5y+vT0ur0OH25EHO3SH24o99ORbvHk3Hnxzfw4ewsLN2Vj0tJxQ1Z6oaoMbSDB14c54O/ng/A3m+CsfSdIHx4fw3c2ccbLaLc4OFWuTm4Qw3V3hXHj5SSBxtLUx1CPltC2qxPPIfCPydDu+tvJMEDT6s74WjsOKg9vIu9Tt39ARH86lPjoZ33vKj8mhO9rvISyi5RDcQMTjISoiH1JengAA7OJLs+ZTDrqVO7FmKi6zt0P69Mv8ZNTc7rlccWEYcMbuL2yoZN28uVNsvbpXWdCIeQ0MrVNQ+NRoz7ktUDphhs43m9S5cX7+etDBdTU5RqKbm8OgJ0HZTlmtasjlhaFlrWfN5ODtDPW3IBT2qvhIwiaaszQaqVg4ZqYns7N+QzZZpkrYTEe289j01r5mLr+vkIrxVmld8pV3nrBQUj1M8PjgAlTmjKRm5hQbnXGcY6cNBro35eudroXq+Wyfm819O0WLUvD5/MzcLET2+gwxMpGP5mGl75TerDPR6vhdYoxg3wUaFnc3dMHeGNaU9Is3DXfxyMrx72x6TBPujUxB1+XtXf3LLEefuFc0jLzkbP7o7V12v8GSlbKaM7uAiFv98PfcIZqJv0waPeg7BTFaZIIEsuyjSDXoA6pgt0l49Au/jtKgWqptBu/RWFXw2G7uiKSv0cnVR7N2xSZl8vVRU9PSVzof0HjthlD6ki+aeERPdOZfTznnaYfl6ZfgYzK6oeyFnqUg7OR+2nR9wUGzcb9fOWN5/XASTnMmS2JctKy5M4t23TAqEhUi/jgUNHrdoTT+0YGwyycuoBl92kK4pc5SVH5NoO0JtYUhJorQW87vxOFH49VKh8rBX87lL6eR1DGUHEhIQpVWlSSDgjx69fE4kwMn5zlGpiyV54a+zD8rz5AMNYN2uw/7JhdrIDbRcvd3dFMeDsCglHgINeWwZePp7INvTzBqpjMGN5Nh77Ph09n09Bz+dS8dj3GZixIgc7ThQgK7foJObhBrSOccPE/l74dLIfVr8fhF1fBePnpwPw5C2+6NvKcrNwycmQpNg05mPNqeOIrB+BunUkWc3pM+ft2iQpKytb6cmr4ecrgg66OGi3/IzCFR8Baje4DX8NKf1exJ6ktHLn86o0btCMfg+qWk2gO70RunVfVftCo90/H9otM6DPz0bhknehO7SkiqOLSge9Hh4eSmUxKzsHx0+ese/5vN3K6ueNc5h+XplWdeoi2MdXjL/aZHAEJ6inVw7sDx0+YfVKU0WhBMkmQ681jffqWcLxnAz5tl8461D9vCUlzsbbpST0Nw/o10N5vGqt9STOZJ6Vn18g7vft3Q2+vj6V+vmdDtbPKyPvRxSAJBtmcloK3cW90P73IvS56ULlo9syo0rvI1pjdv0D3dWbqzboXEYtAY5W6RVVeCef1yubWDWtFQ4/T8uN3jE3XQ3b5Ur6Daedce1IJlbGyMlg7uu1PRz0WhmSKa/bdQle9YbBq+ME8ZxGG4jnp7nhk3nZWLUvH9dTi8uUo8M1GN3VE2/c5Yt5rwVg37chmPNKIF670w+junghspZkNGUNaAE4qGlzReJMv7e7g/T17tpzAIWGnooundpBo1ZBu+oTaLf+DJVvMNzu+h7qFsOwxXAxD6/hj4ahkvzcFCoPH7iN+xQq/3Bo986FbleRdX9l0Z3aCO3qz6Dy8IVm0HNQuXuicPkH0B5YWOnRRWQAQ0ZjJenQvpVd9/UWC3pNmFiRHJCs/x2ln9f4mOljCK6MJc4UwFB/LJGUnGK3CSOSXssunW1aNUNgYPGKIQUmqdnZ4lzgKH2jMrJ5IM1LpUCkLAYP6K3c/2/BctjGtbly0mbC0fp5ZRrXrIUQX19FVWQpdJcOSi0q2kJo+kyFyjcE2m2/Qbvzr0q9jz43A9rZT0O7/ltoZ06FLm7/TRfvlDj2dndHi9p14UjIEuet5+0vceqKJlYypOSICQl12oQEJVcPOpiJlUwPwzFD89JpDcPYDg56rQiNDKJxQVdCX4J/6xeB8EDxvHtBUaY3uIYKfVu546lbfPDL0/7Y/VUwVr4XhE8m1cDd/bzRMsq90n245mZIrBT0rj55XBzAxcysttmvxNk4IO/ZpQ20C1+D7sACqIIi4Hb3NKjCJXnwpjNS1YekzTdLJtAiyW38F1B51YB2w3fQHVtdtYXX4jehUqmhufUjaNreCs34L0VQrV35MbT75lXofajPRTazoG1TvoOzNEzeXrh85ZriYFwvog6iIiOcop9Xpq/c13v6ZLHnWxmbWdlpX6+xtLmPCWmzvPhtHl4HgT6Vq0Tamnb16oskCp3Hdl6Q5KamGDywt1CHyP8P2l8tTX5+vjIbmBInQwYWBd4VITU7SyQkHLHSW6yiaKG+Xt2Vo9DOeRb6gjy4DX0Fms4T4HbH11B5B0C74fsKn3f1N66h8K+HoYvfD1XNhuL9tHOfhS7+QJk/s/vieWXWqKOdy+TtcuzaVbGPORt74i84ZNDr7EZjlMynKQiEI8nO5RYGOs6z8vNxwBC4M7aBg14r4qZRIdtQTNBDj3x36cI3oEljfP6gNA+XenGnPRGAR0f4oEdzDwT42t8m6tuoqTCAuZGTIyoJPYx6Y7fYcaVXNrHyc9fhdvUmUV0lebLbhB+hCizKtm+W+0ZjKjY3WRUSCc1tn0Dl5gHt0neh3fGHqBxUBDLP0s59QUjjNCPegDpSGkeijmhlCHx9RQVYu2d2hd5vYFPD6KITxx3KwflmVV5H7eeV6dtISqhcSEnG+eQk5fmWze3fwXlDsX7e4qOKiG0G4zS5AuRI0EJENk0qb16vj483Ro8cLO6TDH3OvMq1HlS1DSY9PUNRptC87cqw0xBYkbSeKqeOhiWNeWjOOlVmqZVEM/h5qFsOE8+rQqOhoSSm4byrO7Ks3PfRXz+Fwj+nQJ98HurmQ+A28We4DXtVCnznPCMSmuU5N3eywXxeGrWn3fk3Che8Au3m6dCd3S4q1RWlac1wBPn4GJzBy04UOSKZeXk4YUgUOWLQa20zK2uy/5KUFI8OCXW45KqPh4cyF95ZFRKOgv1FVE5Mt2buiKlxDhmHv0DKvqnQaaQLzWf3tMSITkXzcO0d6nORZYEkcY6Oqi/cdgly301ILFrU2wvZ2TnYu/8wQj11mNErG0GZ56GO6gi3O78V0maZy2lpOJuUaNJcrDxEkDr6PcDdC9qNP6Lwj0liYVUe+vQEFM55Bvq8DGj6PwV17IDi71m3BTRUefCsAe3aL0W/2M0YYJjXS4F7dn7x0UX169VBWGiIuH/y9DmkZ1i2V86cQa+j9vPKRAQGoYkh8FhnJHEuZmZ1xP7MrHJz87Bj1z7FSKlzh7bFvk8LX/ki7mj9vDJy3355ZlbEHeNGKff/nbPI4j3YS5cbSZuH9quytJnMuhzhulISeX86fOWySLCaC33iWWhnPQl9XiY0A56Bps0txb5P4+k04z+Hyt0Lhcs+gO7kepPvozu/C4X/PAp9VjI0Xe+FZvjrUGncRQDtNvRlKfCdTYFvcbd82m9k5+aOVurn1SdfhHbb7yj47X4UTBsrqZJObhBS7sK5z6Lgq8Eo+GkCCpd/KLwk9MkXoNcVb7OSIdVB1yjnrCgeuBwvvBd83D0U1ZQjHjOUWL1yQ/Ilcbp+Xger8rpCFd6RUNtSn//vf8tw56Rn0XfERIyZMBXfTPsTObnmHf9iT3Rv5gGc/Ro5FxdAWyNNyZo6yow+Y4Y0k/t6pXm9xk7I9ihx3r3vIGp75GF6zwzEhmqgbjYImrGfQuUpSRZLVnkpSKF5kZVB3bAH3Cb9DXWjXtAnnEbhH1MkN1ATI40os14452noMxKg6TQBmg7jTb9n7VhJckfyaeoX2/FHuZ+hS2Q0anh6inlwcmVUhrZTe8PoIjHk3WDqZQ84az9vSYVEyXm9xSu99hf07tyzXwS+crWRAl9jziQlIDEzs5jjrqMhm1kdvHxJONKXRbcu7YX0njhx6iwOHiptGGfO6+OylUXB1vAh/Vymn1eG5PL+Xt4iCNl50Tx9vfqkCyj893Fx/tX0fQya9mNNvk5dtyU0t34sWk60i94U1VBjqAJcKKTRudAMfgGaXg8VSyzQSDsp8M0RFWXd5aJ2ElJ7JBnMuapa6aXfqy/ME4oiU8Epnd+FimjLTyj4eQIKfroT2s3ToL9+Ukqm9n0M7vf+CreRb4v/gSq8KfQpcdAdWiy8JAp+uguF3wwVhook33aVBbxsYtU6oh7cHEx2Ls98jggIdMpts/+yY/bzlqzC7zh/TvTzM7bB8tOky+DraX9izoIV6NW9I+68bRguxF/BnIUrcersBXz10asim+hsyNVGQhMRBmpn72VYcDkag5s2x3OYK6qi8akpoq93zn9LldEzY0YPgT1xcuMSTOuZgQAPPS6GdkXkiDehMrGPbTa4uFKVtyrVEVWNMGjGfAj1qQ2SLJncQE9vhGbIS1DXbydeQ4sV7bwXoE86D3WzwVD3fqT89wxvIirShf8+IarI0Gqh6X6/ydd6GEYXLTl6CGtPnVBMx2Q6tm+NFas2iPu79x5E756l5arW5mLcZcTFXxb3o6PqiWH3ztTPK9OvcRP8uHUjNp85LWZB0qKKJKukkrhy9TouXIzHjfQMq46AuBkbNxn185rYV+SZ0FTFdpS5iSVpEV5HyDXJjGvL+TMY0byo990YuibdPm4kPv1imng8c84itGld/PgyFwcOHhX7BNG8WWNERVYs0UMBkD5+HwqOrka7C5uQow9Fl/qOuUjUUEUxOgYrjx8VC/iS57LKok+JlwLe7DRoej4ITae7yn09KYFwy/sonP8KtAteBsZ9DlW9ttCR0dWWGaISrBn1jkh2mvx5Cnz1OjEZgAJfjP9CBNNkZiOPkapZRsJbBLIZCdCnXQbSLkOfehn6tEtCmoy0K0IdVAqVRrqmqaXzY1GyVQV1vbZQNekDdaPeUPkXmTMKH4tmA0E/QQG6/uoJ6K8chv7yEegvHYLu6HLoT6yBuuOdUHe5R0kSy60MVBklSXBVXI71qZegO7MV+ksHoAqJgqpBd6hqNzN5Xba6iZWDBlbyjOvZ+/eKY2ZsG6ldytGhIPGQIeht42DOzTKdo6LFOY36kkm94qh/h6Njk6D33IV4zF24Er27d8IHbzytPF87PAxffv871mzYjkH9usPZoCCjoEDq9VTXDjEEvRWX0NoT9QwZxUs30oTzaQ+jETMVnddL/VSUXUZeJuDhA5W7D+DhLe6Lx4aLd2UQvbSpl0SPFWW69Ul0u4D+17cjz0OP7455Y+LkZ8u8sMpBb1mjiip64VE16QtV/fbQrv8GusNLUTjzMajb3AJN70egXf6B6PVSR3eCZtgrFbrIq2o2gtud34lFmxhrFL8f8PCl9Qz9QvlVgEqNZ7Iuo4PuDGocugRtcCrgHQCVlz/gE4ieDQNQ20eL9Hw19uw7aHdV3l49Opt8jVy17h4dLWThtAAELQRpW6fFAwV5UMV0gbpxb6hqlO24XVVoDrP+7Dbx/1VFtoPK3bvS79EtuqFy0Tty7YpixkEzlOUA58jRk8VUE7Zmw6aiCpepBMk2g7TZkebzlkSMYYpphEVHDorjv6ygl7hj7Cgl6J3731K89+ZzcHd3N/tnWrpiXaVcm+mYoPOM7vAS6G9cRV5BAe7WpuIe1WnELHwEhVEdoYruAnV0Z6gCHEe22T26gRT0GpIrpqBKpP7qMUBXKAI/EfTROVW5rwG0hcIUUEiRu90nbhVB3agn3Ea8gcLFb0E793lxjiG5s8onUCiF1LWblf/zrUdBQ2PxyJBQBL5fiuul8agiEeCmXIT+ylFREdZfOQKkxENPf48JVH5hUAfXF6d78bN6LUBz4vU6kggoj9WBEVKg27iXMFy8GXROU9VvC9DNcC0lo0fdlp+EwoiqwOoek8Xf1LJ2XaG6yczPE6ZcslHfTc+hV45Cf2YLdGe2CAl1ERuB7b9D5RMEVYOuUDfoARXtsyWUWJZmr2HbOGI/r/F1RgS95RwzjsbpxARhAkU4qtKrhqcXWteJwL5LcSKJb49Br74wH8hJA3JuiOQgfVXFdLX6ceh0Qe+aDduE/Gb8mKHFnh81tB9+/PlfrFy3xSmDXtlICUF+KNCoxPBzR+xPlOkYGY1Lh/Zj18ULGDOyLcJrhYmxKyT9S0xMRlhYiNT3lp0iAk99ykWAeoWSL0q3jNJjdYwhYyhQcCHf3DygcnMH3LzEfXHTeEpfKYBOOmdysaCHCieTCvHbSR9sTgnAF21amPx9JDuLS02pdtCrfH5vf2FqoosdCO2Kj8QCQn9kuaj0koGWZvT7ogeswu8XFgO3u75D4aynoLtYdmKhUUEBvPSpUKVdQeGWK8Uq1q10OswbII2fydUvQcE/KtHDpqrVWMr6B9W3eqZdngFrStpMJ97cXTMx9vxcPK7LRI+de1Cwu4xeynPboV1D1ZQWUDXuAzUlHgJKV40rgz4nHbpDi6DbOw/6jOvKfqmK7CAqE+qG3SsUZNNx4Jt/A+ODtNiWlIW9cReLBb0rV29UzKzsJehNS7uBAwYJb2Cgf7H+Y6Wf17CwctR+XhmqKFLQK/dalkXDBlFCLUEJzOSUVKxZvwVDB/W1cD+v6aBXSFspgDi0GLrzO6WgR6UR1bwV2lqYu3sLbvMvQEO3AmHaBxqLJoz3oqGO6SyqlpQII5d4kUCTk40at1LBCrJTgcxk6LNSgKxk6DOTpa/afKib9peOBwv0Dcv7FS0Uqa/f18NTSnrF7xPzdfVx+0SQX1GolUTdY0qlPoO62UC4FeSicMWH0FPAS27/VPUNiqjY72wzWlyFtCv/JwLfjIIW6KxPxD0FJ1A4+ynorxwvXrmlim1QXagD60AVGAEE1oWK7tPvC6gtKszWQMyibz8W6uaDRXVbt3eOGPGn2zcXmn5PiMoVqYloPI6poFe59lPF+PQW6M9tgz7nhuHN1VDXayNVd8m8MfEcdGe3QH9+F3SHl4mbSu0mJRjFebanxZM119JviCS+Sq9H+7q1oc/LkpIJugKRNBFJFUoqyIkUOk7U8k2jfLV1/7x8zJxIuIakzEyHVeCYMrFqFFYT/l7W2f8ttW3oXEZV+Md6mf+6oVwXEk6L4g+oBYIUH4V0ywfEffm5PCA3HfrsG0WBbn7p9h5qg4BhsokzYJOg9/ipc1CrVWjWpPhCydPDA40aRIqgyRnZu2M7+tXJR2E9NxToExATVhv+Saeg07hLwY+Ggjg3qdrpHVipSqc+OxX6hDNiZ6evyEgE/GsKV2LhTCwuoHUByqSa6aTcsX4U5h/aLzLX9J4kcZ47fxnCvbU4v+hbBAXlSosSE1IsWmipwmMlWZN3DekgzM8RwasIYOlrAT3OAchZMjNJBLPlWseIxUIE1GHRYmGnCo0RbpxbT1zDXV9IC50+vdrCw8Oj3CovuQNST6+5oIquavLf0G2aDu3eOWI7iPm+Vcie0f/L7cHZYsEJYaSjl77Kpjq08C0sxP1ffgQvbS5+6D4CTf19oM+9AWTfgDr3Bg4f+xe67DTU89Wi4NxuuFHV2DjbX6uRCMqpugxvf8DNU9o3RdKBkgyGRAPdqNxg2FZim4mbtB31BdniRKuu314ZB2VqYbTFqNIrKwYo40iLK1ps5WekoJsuDXqVGt7BjaAOrictBoMiihaDej10p8iRewN0l48Al4+IHmj6O9QiAO4jXLYrClUhtHvmQE/yvoJcsQCjPnAKDvRnt0JHVd+z28QiUPyOBt2gathD3Ed+ljDLkW7nAFIbkOogLwOvZWQgVZeLYxSjdOwo/p+tWtinmdXmbbtFbynRq3tnaErIyi+mpuCywSzFVkGvqB5dOgT9tRNiXIyKEh5VqMLTuYw4fPUycilpVE71lgytKOgl/p29qEJBr5COntsJ3elNoq2h6LjVGR3H0vGbnZ2NF8P3IztUBXj6ovmFWdBe9QM86WYIUG9chY4SaBSM0lEYXF/IadUthoqq3rxfp2GVqi5adBgAt0HDoU84Bf25HdCf3wHd5aPQJp8Hdv9bdrLREADTIklk/OlzloHu4CIpkKYAqcWQCv//qUIr/h90/qHrn2cN6Zwo/k5fqDz90MrdG5016QgozEDCvNcRkXFBqDuUz0rGUSTdrdda+ry0v4qqp6H6qVQ+C6EKbQBVqxFVuv6pW4+Em1oN3cV90PR7XFR6K4MwyyKp88pP8GTSYvFcvbjT0Lm5i/ciibTYd+u0gKp2bJX2YUtBfhL0N6vbjoF24/fCAKtw9tN4zTMCF/S+OH16P3SNwyT1DUmvhQInHrhxpZifBTliq5v2k/5Wqh55G837Dm8qDMD02gLo4w8o1WAyC8P5XVIys347sY+rSM1jpv+PCBDi9oq/SXVoJbZo4+GuViH85z0oqOqb0jqEzpVCaeAGGN+nhLK7N9SGYJ4ST+J4MyMUGIb6+om+cXJwH95c8vFwChMrG1ZHRfKP9mva9yhZSOugivwcJUxo/Zp+DSM115GqO4uQ0xdRuCEfKtrfKRjV0q1ACkTpK8UEQfXEDbTeCa4H+ASbPHeJJODVo1JLwpUjom9fvGclUNG5kxSBwZFQ+QQA3kGGr4GAr/nWwi4b9CYlp4q+NQ+P0guLsJAgHD52SsiA3d3L/njXE5KRmJRc7DlaFMPNGwWFWuQbZMT2Ai3uKRh8vEMW9D5XAN11BN3wQeHfxQ0yFCjg9Q0F/OgWBtQwfJUfZyYBiWeBxDPSjYKgikAHbGAdIKCO2MmhpmCbTsz01V06MdNJWHz1BMjZmKRR9Ht9gqXXGpBd9E5dvoCMo+sxOToJY/vdQH0/HQKO/wMdjdjwCgAi2gIhUQBJsoIjxU1P76dSlR/EloROOvLJoYBODvnSSYIOcPrMgRHQu3mUes+N24vGTpAZT1n7xsbTkntrj+iGFth/3IFeU4HWY6D38keBhx9Q5d+hBnzCyn1Fjbqx2BN/EWu0oWjYrPh8z00rs/H36vni/s+Dn8TIDvWA66cAOllS0iT+IEA3MyFGsddtBbQbBzTsqfScEefOX1SkvY0aRiM4KBD5R9cAm34QiyZyw95cswdeyMhE00Zt8O99D6PM5XfHCdKN+uBObwJObxQXAy2NJ9n0o7QvB9UH6EJiuJiI/dG/trRfU/BxcTewbw5w3tDLSsdIu/HQt75F2meJvk9Jx9zZrcC5rSLgot+Brb+IzyuyqSWh312/A67lqpFzdDXaXt2Cgl/uA4a8jNimRaqCg4eP28e5KysFqet/xfB6eTh1Q4MeXduX+lybDDOHqTcx1MfPep+bFhGX9kvb+Mwm8VkVaN+ixENEG6BuS6Bua8Dr5j3STcLCxRi2fK0W++Lj0KEceeOIYQPx0usfimvU8lXrkZCYIirhpaDPdY6SI1sAUmbQuaokYhGjMvqqRnZKKpoEiqMGAf466I6uNP1BaF9rNhRoORz6Oi2hVanEsabLy1fGFXWIiEKBVgeENJRuHe+Wkohxe4HrJ4A8SlJlGZJV9JWSV4bHVM2l6wWdu+kaIG6G64F8o9cdnA89qSyokrnhB6DVSKDNGMDfRGWO2llOb5S2Hf3+CvCjPg05ugL4HD8NvZ8/UKcVQFXqem2hr9Mc+gouPgWF0v+1SjQdLG7i/FOVfb3FKJy8loDj637GeU0Qnhz2OBDRCvqAOtCXXMzawzmgJH7hwPB3gDaHgPXfIObSYfypS4Pq4hYUzFoqOm0UaC1GCpjwZkBYAyC6K/QRraHXuBedv03+jSqgblvp1usxIfsWx9Dx1aKyTzeR9Gk6AGgxDAiPNWrvqSB0fo7bI5QP4hxuSMrn5+bjPPwQ7BuA6PAG0trIuKIrVFlCU26o+tJNTq4YPRbmYnLixVAdpq+0TqHnC69DS2u3PXOk4yuqExDTDYjuIh1f1aUgF4PCA7H6TBK2nz+LgY2LK3Qc2WCsZe0I614fadtdOQycWg+c2lB8nW0IfkVgKL4GSV9pG5OKUdyuGxUogJY6Habqk4FcIHfrFXHNqTAUmNK6hRL+dG6lJNPVo1IsYAyt7antIjTGoJKUCxWkkDTcl5/zrCHWOLRulim5ftba6/lIQWX/QW9uXh48ysiky1U4ek15Qe+Slevxy1/Fh8dHR0fixWcfR3pmNvLyKpfpsAZvfvghdEeW4stNK8VJ8M5GbeAd4C+yPeKkqC2AijLS+VlQZadAnZUIVQWkW3qaKVizGbTBMdCGxEBHN7+aUGcmQZ1xFep0w03cvwL19bPA9eLOvhVDBZ13IPQ+IdD5BKOJVyC+1e9Cy4JkFM7dCupuuuijw4FkN5xPCsSDD3wNbWgD6QJY8ii6UZ2h9vR+lOklybPRXpxJ27z0dl+/sSix0KJFM6SkZZpMSsiV3ta1Iky+xjz4AzR9I8ey44Ka16wjgt7t585ifPPiZhaxsUVV18Ub96P7oOFAcCvAcG1U5aRBk3wG6pQLUBXkQGXIRKpEwiEfKkM2Ujwml1B3b3GjE6y+xE2l08L91Gq4xR8A4g+I/TK/2SjkNx0CvWcNrFyzRfksI9vXR96fD8PtOrlKq5DfeCByO9yLzxctxBVVHO6oHVnB7RIANBopbqrMRLhf2Ar3i9uhST4LVdw+gG7GqDTQ+tcWsjZ1umSopQ2KQl6LMSho2Fe6ONA53/h3e9QGYseKGx2rbnG74B63A5rEU9AFREEXHA1tcCS0QdHQUZKHkj8A8pITcefxPDyrO4rJCWeh+eshhLYai2B/X6SkZ+HkqTO4lpBSphrB0mgST8Pj6AK4n92Irllx6NBWutjVvfIN8n9ZDm1IQ3GOodv249Jc4fZ16lvweDGgzYfb5f1wP0/bchtUhoWq3s0LhZHdUVi7FTQpF6C5dhgaQ6VfQgVtcBQKw1uioEEfaMPLNkNqGhaOQ9cuY/OpU4ipUaIHMj8b3lu+htv1o/D1CsIfI71x8Ow1JOeqsfuXt9GlzwDofILE53G7cgDuF7aL18pLCJ1vTRQ0GoSCyG7SZ6BFdBmL9bvueRgHDx6Cj5seM758F+1bNIAqPxuqgmzpKykJ3DxRENlFCgBQ/Hx6OikBaTk5UEGFBgGhJraNCqjZQbqZg74toW53GR5HF8Hj1Cqodv4F7PwHBVHdkNdiNPTuPtIxeH4rNGnS4pUoDGuKwugeKKjXUeqVp+teQRZUeVnSfRF8Z+H46cNYf+kyENwGz45/Sgr2ZTKpHlflmpzVma+tgy/U3dCxbhTui+gpPVmta6EN8I0Bhn8G3Yk1OLj4M2TADar6fVCzThPo/OtA519bnOelINGIDEr6mEj8lIcmFGg0StzUSWfgcXIlPM6sg+rAfODAfHGezm88CAWN+kFPQQchAss8qLRSQlxcpwrzoLlxGe7nt8AtfhdUJPcUayc/FDToj4Lo7nh0xzFszonDk237oUHX4olis1KQA7dL++Aet1N8FjWNxBJjsVQoDGuCwsjO0AZHS68Vpw8jJRc1axkUIqqcVKizkqHKToY6O9XwNRmq/Ey8kZODx3TZyN6+B7kZW1BYqzm0tWKhDWlQeruUBf0fiSp4q5R6n6q8B/2NJI9Pu4Tgy7vRXq9GC2Qj9fIF6D1JgWaha6ReB831Y3A/txnu5zeL/6lyrYnoKDaHOjcNqtwbUGWkQJV6uey38qwBXUAkdH5h0PuGiePih23bcTErB/c36Y0ejZobik3uUuCpcYde4yHWXeobl8VNQ2v2G5egvnEF6qvHAbrJ7+/mDW14KxTWjIW2ZhNoazYtOg4qgrbsdbOjEBRYw/6DXi9PT6TKvR0lyDc0q9NrymPE4L7o3L5V6UovhRV+PvD1ts2isVwC/bCzYAimbToDD3cNXr7tDTG0ulxI4kuZHJIrZ8q3JCm7RBnUsIYi6+NmcgFFldjiczUFFGSnX5cMpAzBdqkbPU8ZUcpS0U30cCVBQ7877TyQKo2Q6KZOwzmdJzLDO6FDz/G4e8IbuHiVKi+ZuD84EqFBth3HRH13+/ZLcxJr1PBDn56dTSoMyIX6eqbU6zq4RXME13DsPpgeDRvi973bcfjaFQQHFv9bRg8fgNff+lgE+hs3bYO/nxfc3IxOBfT62hXrV6sQ3e6QMpL750Fzch3c9/wC3wN/A82G4PLBc6jprcMjsTm4t8ZWeCb6AORy3ecxeNdqAl1+Hg5fky4qA5o1K/W33BR6fUQ00ONu6TH1rpA8kioIKfFAapyQLGmoOkz7PTmxthsHTf328KhoBYF+R536QJexN3+pvw/U3gF4K7ctunZuj7YnZsH3yFz81T8bz64vxPE0IDHhOloaSZ6tUjmliilVuMlEh5amHgH4/ogb8nXuaF/XExM6REOVegFIPQ9I3lV4JjUFt2o9UTMnF8EXfIHazaVzUnUXScbQ+Wbbz9KikIIgguSvzYcAjXsDkZ3gVrLHkSS/NCLm0gHg8iFoEk7Dg4Ktk0uBHg9KagAT27ZzdIwIek8kXSu+n1HGfsULkrKGEiDZSegckoNIg4TM69Ii1FhfJNFXqNUQaNBTqBs0NRvBvQL70/WEJBw4eAR6vQpuPgHoNXR4pY2yjp2UzndNa4UjOrx8RYjZCGwCRD4P9H8UOLpcOtbjtsErblvRa+j6TP2bjXpL/5MaNVGRGq2u3jHM+OtnBN9Q4b3QEJv3TFaHY4lSErtrTEzlz2X2RtdbMe1AnHBwfj9iAKZ0NQTxliKwDdCwDVD4FHBms9jPNBd3w2P3T8DeXw3JybyiYK0sfIKAhkOl/bBeW7hp3OCp0+HAImmqQfdGDS28bfyAsMFA28FSJZEUD1TNPrcNmoRT8Ewuf154mVAizS8ECItCvs4De4/tQ4v8G/C4sBVeF7dKr6H/Uc3GkgqmVlOpXzkrVfReC2WK+EprvRTR4ykqhS2HA21vkyqIFYW2w4k14jwA6i8lI02hUjRSL5KSkRSMpBgh9YlwJieJvORYLpRehXli/OJbBVIbR8y2s1BvNxz/dN4nJRathekr/W10jhE3lXQdMn5MEnPRllXUrlXMF4Yq+teOSwoAWmfL/68m/aRbTBe4mZLV098qTJ+kvliRVCSHdFI6mHh9frIPNu3fg0h9EIY3K8+7KNZ0PED/p/SrkkKN2t3UmgqdR50VfSVfb5OgNzQkCBfiLiE/v6BUAJKYnIrAgBrlVnmJWjVDxM2YrJw8nLuUBHc3DTxu8vO2YrthdiKZQAX6+tz8B9xrAD41gJqGzJ85oP+NV9XmAyo9Clkp0GcmYu627fhg1yGM8mmD7s36on2nzri4cLl43e49BzB6xCDYknXrtyh9iYP694Sfr+leoB2GOZA0eqVesBkkRjamS7Q0m/PSjVQk52Shtn9R/1S9iNrCjGfXngNITbuBPXsPlumabDbqtxY3fcbj0B2YL5l6HV6ESeo4TOivg7sa8AqPgdvgp6Ei0xLDwnbr+TNiPq+vhwc6RkZVf1yReyjgHwpEtin2tJCjUe+uFVwKO9SPFAYw6xCGTpP/gXb154hKnoXpPTLw1xkvnDh6HO3bWr4Pi3o1dQcWQrf/P3EsE+qIllC3vx1zD6Ti11NvGj7wGDzw4HtSX2rCWdEfmnbxEA5uWYKGSEejpAPAOmkUG5nsiLEjcn8i3SrZ/6j0dO+dDd3WX8XvJfdxVeuRUDfuC1VUh/IN4ALCgIB+QDNpti0Z0lA/K/Vf67dMFxUjzbBXS/UFkpvujO2bse9yvHL90JF0ncaLkWomdgA0w18Tixq/tOt4ZvgYuOXeQLCnHp+8NhahXjR/+4b4+8n1V3goVJJ16zdLBkCUfBvYB74+le9dlM9lPRo0tP510D0A6HwH9B3HS/3DBxaIp2l2uYpM3yjgqCQUIBIp2dmIv5GKhmHmd2e3BnQd2mVwB+4a3cBu1yiVgcysKOjdG38RUy1kzFMK+r+1HCJuoi/8yHLojq+RzHoMJpcqY0mn4b6KfFJoH6zbspRfyqmE68jIk6q/nSKjrbtt6reSbn0ehj79uuQXIUtW5baHUvfVUJEU2i8UKtH6FipayWQTypoFBXj2zRdRWFiA9UPGoIU+1dDzeRj6q0cAupUFvTeds2s2AMgZnZKh++eJXmx1h/FSH3IZiSd9RmLR9Z0CQYMBJwW1kpGp1HZRob7ogFrCr+N0lh5/3TiNGD9PNG7ZVjJcouBSBJnpNzVErSzCqLJpX6ib9BdO4qLftTxoX/GmdUPFzvd07M/avwd74i9Ufj8T8UAToI7zGEtVl7yCyrWs2OSsG9s4Brv2HsKxk2fRpmWR619efj5On71Y7DlnY+NZKYvXu4FjzuclhLsnmWT510STxgXA7sPCzIoWa2Rm9Z8h6KXRRbYOepetJNmQxLAh0iLYUqOK7Aky4gqv4Y9rGenYE3cBI1u0Lvb94UP6iaBXHo9i8aDXeI5xzweh7nov4lb9juN730WwlwrrsyLxxiOzSwUza04dV0biWHI+r1gEWcmWn8ZhUNBLDs4q76FwG/U2jl3zhPfW73Bv41xoD34GbWSaZNYlTLsqZkBHruCkCBGLAPpKSg6qjlLfJgV+ct+mfD/xjDCOESZdzYdKRkS1pezyhm9fVN63T68uRSZndVsAdVtgaUFtPKFJRaPgIOy8Z1zRguryUehKSMjVtZtD1Wo41LEDK5RU0J3dDu3aL4RhEf1OTZ9HoW4/vsqGL/Q7VbH9oarTDIX/vQjdiXXCTd7tto+LBaaymdXFlGQkZmYg5OoBaBe/Kcx4NF3vFa6/8qLSI7QeWvYfgxm//CMeNz3hiVdeeAzVgc6fM2cvVB4PH9qvSu+x1TDTmrwJbAX9n1QNugmDt+oS4uuHhqE1cSYpQfQqO2rQe+z6VTELmo5jcgt3BjpHRmPa1k3K7GFrQ47ONLO+rLn1FYV6X4nGYbUQ6FOBYoSFUPnXgqbtmGq/Dxnx0XQASrJsSgda974NaHeb+B6N7RLn6+snJbd28mrxC5GCaLoZmajSdUJ3ZBl0e+YI0zm6kWGghs7HzQYqZk46Gre1dw50x9eKXmZKfqrbjBHu32QmqiSWRbEkSVRSKUAWBk+ZScK0ThhTCnPKukK9KLvI/z1/Nn5RA3fGdoLbiAmmizBk1EnKG2Vsl3wjKbhkaCemegizKCMvGC05GRvMowpzoQqoI85bNw10q4E8quz49WtIy8lGoLft9jdXxCZBb//eXfHHvwsxe/7yYgHuouXrRC+vM44rIrLz88VMOzjwfN6SUPWNuEp2/2mpxcatKCOabER2dg7WbZBkPaQcGNDPtPyKKonrz5x0qqCXFlYd6kdhydFD2BN3sXTQO7Q/3nzvc2U8ykfvvmRV2SBdLL/dkogZmyT5+2MPjzFZvVt1QhqZM6hp+fMwHQk5uKKea6r+0JzY8B63Yfh7f+LZltkY6ZUA7bbfiv0MOZ8qiwJyq6YqZUaCCHClIDdByaxXFJVfqHCVVbcZXWyOp1arFaN4ypvPu8mQvOvRKBbqOs0BuuH2IjdJcpG8fBg66uMmafvVo9Ct/QqqJv0kB1YaV1Jif9OnxEO77mvoyFyGguXmQ8Rca0qUmAMaX+V29zRol38oKkOFvz0Azeh3hbs6ERkcghBfXyRnZeHS2hkIOPmfqKy4DX1FfOaS3DlulBL0/jtnEV567lGxLasKJZ927JKc1IOCAtC/T+WvgxQYJmRK/c7dYhx7jFTJhSL9bRRcTehgnQSduZHHe7WoXcdpFrqdI2VFUZq4/ptz6oE12aQkvR13hGRJOkfFiKCXEkWPGz1P53pywBbtITeBgj9Nu7FQt7kV+vM7ods7SzhqFy7/AKqN34tzNJ3rxcQEkdSuBXX726BuNUqMbCz2XhRI1wgznM8r3r6z0zBGriznZhEcV2QONeyDpjXD4e/ljfTcHDEib6ATrW0cAZsEvQ2i6+PWkQMxb9EqvPzO5+jasQ0uxl3GnIUr0bZVLAb2dc6gd+eFc8IdlIa6O/Lwc2PqBAQiIiBQXPQouLqlVRuEhYYIZ+1jx08hJSUNwcGVlzeag/WbtiMnJ1eZ/0qO4abYdOaUyMB7ubmjvxM4HRoHVxT0UhXe1LzRpo0biPFgly5fFa7BbVpZ7+SbnpGJmbMk6SNx3z3jSr3mfHKSGEpPDGziPBcG+dinLO/Z5EQ0CquFJo1ikANPvLFXjX/iPLBl7gdQpV0S4z+o51iMASF3bcrOm4Cy9Cqat1yjFlT+5PIeJvqoRGWVstZU7ZRnsRqeK0sivGffIXHcEu3atEDNMINrtVE1cdMZaZHYy4RihRQgKv9+QNN+oHoBVVV1h5dKFYOjy8VNjBZrSSN2hogeXd32P6Db9Y/IxtPMaM2AZ6COKO7ZYA5E5Xjk22K0lHbjDyic84wIrNWd7hJBeMeIeog9Pg/he9dDFRwOzZgPoI40bfjUtk0LNG4Ug1OnzyEu/rIIWLt1KW4aV1EKCgrw5rufKY9feOYR+Fak/aUEW86eURZWYX6VM/iwZ0hy+s/eXSbPZY6CXIHvbsMKvLmpG1h0/aeEhCMGvcYmls6S9DauKO68eE78jdVJakvKja5QN+gqRq7R6EX9keXQGsae0bla3eF2qKiNwYyeDgkZ6ThyVfL06BnjHNuGEqOd6kcJFRslJDjotS42ayp58uF7UbtWGBYuX4ftu/aLgGTs6MGYPHFctbLl9i5vkjPwlpRqWhuqKF46fAC74s5jTOu2QuI8f9EK8b2tO/Zg5LABNvlcy1asU+4PH9K/zNctOCzJfAc2jYXfTQzUHAnqHZUHuxdqtXArsc9RtVeeiU3VXmsGvf/OXojMLGkQev++3UUQXlaVlxbwVIVzFoJ9fdEgNEyYp1GiiIJeMiui0UUHDx3DicR8xHlEI6Zzn2I/J2ZeijmY8ZI8qwYFl7Wkvq6KOnJWgJWrNyr3hwwq/hmIE9evKdXEiiwSVaFR0PSdCnWvh6A/tw26Q0skCfOmH6HdPF0E5vrcDNG3q+n9MNStRpp14VTq86hU0HSeIOZQaxe+Du2G76C/fgqa/k/i+YyN8NZfwFWEIPzuaYo0r6z3oZm973zwpXj875yFVQ56f/l9Ns6ek5yNo6PqYdK9UtW8slAPPNHdiaq8JSWBN3JyEOBtP3NsKwIFHdsMElrn2zbRuHRov1jA39q6HRyNkwnXlfNZDycJrGTpOZGYmYkLKcmIDimevKwqdE50G/wC9L0ehp7GsYXGQB1umZbEjWckRRF5kpAxn7NAvfBy0MtYF5tFlxqNGneOHYF/f/4cG5b8iYX/fI8nHroHPt4lnDidiKk9++LM6+/jgxHV79mwR4kzSTUIY4nz1u22kTiTRHPFKsmNkRg6uG+Z0maqhhK3kEmCE9Emoh40ajVyCgpw9Frp0VfU12ssrbTmAnDGrzOVxw8+ULpPh1h1gka+AINinafKa5woIqjfWqaVkWPzocOlZ5gKk6iwGKgb94a62SCoSSIcUNusAS+xwijoJTOlsnwJWtSui1C/iruckgyNDI3cbvsf3B+dL3p1qX9Ln5ctJHRuD80RcmtLBrzGkKzZ7b5foAqNge74ahR+fwsapp/BUVUg7tN3FqOmbsa4W4cr9xcsWqkoSypD2o10fPz598rjt157pkojq6R+Xjmwcp5qoiIJ9PQSfyOZJjliYJWUJY2O6hbtZEFvlBRc7bzgmAt4ucrbvHadSp3P7J2aNfyVQHeHwUDVnJB8Wd1imMUCXmK9YRZ8n0ZNHNq13VSiiCBfDypIMNbDOUuqdgydVB3ViKMsOtWXDuCDVy4ht6BAVHpt3de7c/cBMa5IlmjWqV3rptLmwbFlz/B0RHw9PNE8vE6p4MpYnin/X0iKfv5CnFU+14ZN23H6jLRAioqshwH9epR6TVZ+HrYY5IDOJG2W6Wiowu+OK1rAt2pRtHg4dKRoFp81iYu/IvYFonZ4zWKfSaZI2lz1qojoJ+58N9ym/Av35zZAM/AZqLysL8eloNtt4gyom/QV0mq32H54TNUFcfkq4eh6M+pF1BGtE7Jkf7mRcV5F+eLrGYqcvEunthg1fGAV/hKpHYC8FZwx6CX1l5wocsTqiCxtbhZeWxhzORNdDH29h69eFudtR0P2J3AW+aypaq+tjMaqAyW4NhiC3r6NnMutmFqcqCCRXZCPI9eu2PrjuBQc9DLVplXdCHhoNKJqevDyJTRp3AChIdLYn6PHTiE1tXIGO+aA5LrGMl5XkzaXDq5KB72UOTWu9i5Zbp1q73SD+Q8x+f47oDEh9afAiubzkeFDlyjncDo1pkM9aQF/9NoVYXBHtDQKMA8fKV3ptQar1hhXeXuXyq5TVlpORvRuWH0Henp/a1V2y+3zHf0e3KfMgs9tHyOqliFRVMGKIkmcZcjQqjKQl8UPM/5UHr/31gtVrmjI26VRWE3UqmHb+eiWlDg74gLeGft5ZahC6uPuAa1Oh33x1kmcmgsyEpSPG2cxFzUV9DpiooiSjlcMSbw+ZrjW2BO01iRDO0dWSDgqHPQy1cbTzU3Y48vBFS3aZImz6GXaWTS+xBrQ7zSW6xoHdq4ibS4tozW9gDdOCCxdvsbin4cW+bLs3NvbC3ffMaZcaXO/Rk2cqv/deKFI6gJaKNKcS/FcsyIJ18HDx5R5rdbEuJ+Xgt6SHLpySbhOUpbamdyBRfBN46FUKsVozJQ6whSjRgwS+zKxdsNWXE+QZh5XhHc//FLMqyduHT0UHdpV3bxrixMHVsYLeJIE0nHjKAjZuZP28xJ0fm5Xr75DJiSoykZKL7VK5XSyc7l31Hg8jiOx7vQJ5VpJUm1nQ3Y+d7RjxtHhoJcxb1+vYaFYXOK8y6r/5eMnzuDCRSmQiImuLyrPriZtLjkeh8Z9pGRllfo+JScCAvwVSXhCYpJFP8/Pv81Ugrnxt41AYGBAqdfQ92UTK2d1NqSFojyCQQ6uavj5CkdtIiExGYesXO3NysrGpq07xX0vL0/07tGlTGOR9hH1UcPTOf0XjEdKVQTabrJZH3kJzJ2/rEI/t3ffIeW1Hh7ueOOVp6r8mUVyUQ56nTCwItrXjxJJifS8XGGm5iiQYd31jHRx3xkDK0JW4zhaRVFu1WhdN8JpxkiZGo9D54eyEt/2iiJtbuhc0uZSVXgL9FszZcNBL2PWhaI8h7h7V9v19S5dYSRtHtK/TLmgs0ubCXIJli/mpgxgyDVYrujRhdHY/MsSc5P/+Gee8njKA3eZfB1Jfi/fkCTxA5s4zwipkhRVFIu2yzAjVcLipaus+nk2bN6BvDxJat2re2f4+HiXGfT2cjK5mTHtDS0Bx69dRWZeXqUlzr/8PgtXrpbfD0zH2mtvf6I8fmjS3YiKjKjyZ76YkizGxjhjP6+Mv5cXYg0Oro5UHZGlzY3Dajllxaq49PyCkAw7CpvPlT16zZnG4zhaQiK/sFBRrvRrbDmjLHs4ZuQZ14x14KCXMQsdDWZW1INBB3DTJkV9vdSfKI/jsAZLjXpThw91XWkzIWaPltPXSxTr611WlDAwN3MXLENamqHi0aUDWjQzncFdbajytouo77SLxGIVRaPtMtLIxGjxUsvLzY1ZuXpDudJm6rHeYeg/cuagt1mt2qJHUafXi3FfFaF3zy7C+Iugc13XPrdg1tzFZUrUlyxfi+2Gto+goAA8++SUan1meYEYExIqZqc7K4oxjwPN63XWMVKmzmUkoZVnq9s75E8gqyOcaT5vWRJnR6oo0lolKz9ftM51jXY+Tw+iXlAw6hrO1Y6UxHN0OOhlzDakXj6AaXQRZRjHjB6ifP+fWQus8p++dPkqDhyS+kEp6O7YvrXLSpsr2tc7oG8PIWclNmzejozM0jJos4wpMjKwemiS6SovIUubBzmptLnkdqFE0eU0qUrXumUs6terK+6fPH0OJw1zlC0NVWdWrdmkPB40oFep19CFObewQBwzcvXAGaF51jTui6joeBwyY/vq07fhY5gfe+NGOh567CXcM+kpJCYmF3ttfn4+3nz3M+Xxi88+alLmXxmKekads8or09HB3GideYyUMUE+vmhSs5ZDVRTJSyEjLw9uarVTmiWWGo8T7zjjcXiwprIAAEYfSURBVORRRbRdvN0rP77N0baNoxwzzgAHvYz5Jc6GLPzdd96qfG/m7IWi383SGI8Modm8ppyBXUXabKpH0ZT0zNfXB316dRX3yVRn7botZv8MO3fvVxyJaUySsYzXmNTsLOUC4OxBLyWKavtLwc6e+AtKZV7uDyUWLV1tlc9y6PBxXLsuGTA1b9ZYjOIpySbDPMsuUdHwcjfvbGB7o4NBHVGZPjhKFGxZN0+MHZJZsmwNuvQeXWw7/vLHbJw7H6d4DjwwcXy1P69iYuXEgRXR2SAJpD7ZpExp7q09Q7JzuVXD+beNY/X1yvN5qc3EmdcA8ngcqpw6ynic9U46qqjsKrxjHDPOAAe9jMXMrKhq1aK5dNKiHrf1G7dZ/L+9zCjoHTakr0tLm2VkZ01y3S1Leka9zzJLLODiPP3noirv/RPHi15iU6w7dVLISmv61VAcwV0tuBo5vCjoXbzMOhLnFUauzUMG9ilTHeHs0ubS6ogLlXLRjomOxNL5v+PdN54T5lQEzQufOOkpPDj1RVy4eAkff/a98vq3X38WHh7Vq2TEpaYgPjVF3O/upEZJMjEhYQjx9S23XcOeMJadywkuZ8XRRkrJSTxnljY74nictOxspa2kbyPn7Oct2a7hqDOuHREOehmzVxQPXo4X/X8lq71//2tZiXPajXRs3io5RZPMsE9PqXrpytJmgoysZOlZWQvFoYP6CEk6QTJXkmCai6vXEpRKFwUC9909rszXrjSMKhrQJFb5PM6Mqb7eTh3aILxWmFKBlZ3IbdnPm5GXq0h9zTGf197pYDAZu5aRrlTqKgqpSx5/9H5sXDUXrVsVqRVmz1uCDt2HIzVVmj3ZtXM7jChnhnhljZIig0NEn5gzI3kUOI7E2VVk58ZVK0qsJmdl2r1R0g5Dj6srJPEcaTzOxrOnROI71NcPLQ3BurPSonZdh51x7ag4/6qSsRqt69aDh0aDfK1WBL7EuDHD4e7uprgqp6ZWbgFZGVav3YRCQ7Ddv193ZXZmSeYf2u8y0uaK9vWGhgajS6d24n56RqZZHbd//WO2sl1uGTUEYWEhJl9HJ/41J4+7hLS5pIMz9ZeRAoGgYN84GLK0oRXJmvcfLOqDb9+2ZanXbD9/FoU6Hfw9vdC6TtVdhh0FMoOqI0vPq1hRjG3aEGuW/oOXnpsKNzfpHCgfB8R7bz5fprN8VYJeZ6/ylpQ4O4KMVtk2LhD0NgytiWAfX8XF2Z6hVp+cggJhlOTM/gSOOB5HHlVEyVVnT3wbz7h2hPOZM+DcexRjVegCQoGv8UUvJCQIQwf1VfpF5/y31GK/f9kKI2nz4LJdm5ceO+wy0uZS/daG3lFTjBjW3+wuzlQx/u3P2crjh8oYU0RQJTElO0sYizi7rEmGDJOo34oWYDSqyaSLs4UlzqvWFhlYDezf02QfvDyqqHuDhsLoyRW4WaKoIpCM/6XnHhXBrzyDmbjtlqFo366VWT6nq/TzljR/IQmknCiyR0hyTtJzV0lIUAJH3jb2XlGU+3np8zq7P4FxFd4RxuPI/bx9nLyfV0Y2UbP3Y8ZZ4KCXsaiZVUmJ81//zrfIf5zmi1Kll6BF++ABpSWarihtLtk7SrNHSapqCuNEwbKV68wyb5FkzQkG99p2bVqUu9CXXZvpIhBgcMF1dnw9PNE8vE6pimL3rh3EKBti154DN537Wh1WFuvnLeO4MSwSXUHaXPKYqaiDc3m0ad0cG1bNwduvPYMHJ03AZx+/YYZPCOH6fSFFOr56uEjQ2zaivkiMUaLoyNXLsHdpc/2gYKeXnTtaFV4+n/Vy8n5emYjAIIcYj3M+OUk5nzm7iVXJXng6ZhxpxrWjwkEvY5ED2HgB369Pt2I9ioeOSBJWc7Jpy05kZmWL+926tEdwsOlZla4obSZia9WGr4c8e9R0j2hUZIRiPEaS130HjpjVwGpKOVVeVxpVVBEzK5LDGichyAXYEuTm5mGDwWCOfmffPt1LvYb68w5fuexSi0Rj6TkdL+aoKNJYsCcfm4T/vf8KAgP8zToDlha11NPrCvh4eKBlnbp2H1y5krRZRq70Un+ivVbhcwrysduw3zi7iZVJibMdHzPrT0sTHhqH1RLnNFcqFN3IycEpB5lx7chw0MtYRBJI5i/y7FFaTN85frRFDa2oMilT1jgcY2nzmFauI20mSELbzrCIL69HccTQAWYLtA4cPCqqlHKv6JhRRXObS3I1/QYOXbkk7g9q6joV+PJktKOsIHHeun03srJzlOqyfw2/MqWAYX5+InniKsjSc5pNbCw9tye2nHW9wMo4uKKZ8PaKq/VaE9Sf6GY4ZuTzub1BlU7yHaEkcLsIqZ/SFehskNHas4Ozq0mb5RnXTWuGO0zPtaPDQS9jVig7JxvA7I4rOrlOuGOMcn/Of0uEHNlckCRk2Yp1N+3nNZY2u1pgRXQ0VBTLG/UxfGjR/26p0f+0Kvww4y/l/r13jxWVrrJYbajykhRQdpp2te1yJilBzCmWodnJNfwkY5it2/cgKUnqD7TUqCJTrs3FpYCNzWK85EjS82bhUpC/txp9vZZErvS6irRZplN9+65aURLvXHKSy20bb3cPxdfDXoOrTWfkeeMx8DAYzLkC9j4ep1CrVa41riJtLpnEs9fzmTPBQS9jdjoqZhZFwVXDBlHo0kmqrqakpGHFqiLTqepCMtzrCdICo2WLpoisL0nfSuKq0ubKzB5t0awJ6teT/n+nz5zHyVNSX1plOXLsJGbPW6z0WNNs3opKm10psCIahIQpPcx7jcYWeHp6KIGoSOyY8ZghaB+oSD+vbGLlSv285XkU2AvX0m/gbFKiywVWxm00ZMpzpZIjpaxZ5aU+SleRnTvKvN7NRkk8V4Jm9crjcYyvM/YCtZGQxJeUAj0auNb5TDYa46DX8nDQy1htoXiXUbXXnBLnpcvXVsq12dWkzSVnjyZmZuKiwVW0JBRwGrs4V7Xa+8Y7nyqB9f33jENE3bJlsTTTWR5T4Gr9vASNZZC3TcljppiL8xJp1rG5OH7iDOLipV7dRg2jERMtfQZjKKiQAytXmGdZVl+vOcyszM3Wc1JCipQ1US4WWBVTFNmhxLmon7eByyXxuhhmwtICvqzkqq0Q88YvSQFfr4au089LkOt+e4OqyB5ltLK0mdaPNTxNj5t09io8XWuTMu17xrWjw0EvY7FML83qpYBGhno6fQwVrTXrt5jNkdY4MDOW5xrj6tJmomYNf6XqUF5f7/AhRUHvoiWrK71wWbt+C9ZtkMyRSJ774rOPlvt6mgGbmZ8nto0rGYuUVYU3ZkDfHsq86Q2btyPtRrrZfufKNRuU+2W6nRuqIiQ7d7XAipCTEacTE5CWLRnl2Qtbzp1W+nldLbCiv1dWFNljdUROSHSPdq2KFdHJULUiiXe8nY3HoWsNVTr9vbzRygXmjZcVXNljFX79GSnodZVxhcY0CA1DiK9hxrVRWyBjfjjoZcwO9fR4aDTCLOLQ5SIzCwqARo8cpMg1Z81dVO3fRfLbU6elrGW9iDpo2dz0CdPVpc2V6eslGXpIsOSceODQUfw7p+LbSavV4vW3P1UeP/3EFISFhVRI2kyZd+oJc0Xk4IpkZ8ZjC3x9fdC/bw9xv6CgEKvWFM3UrS4rK9DP68rSZqJRWE2xQLbHaq8cWLmatLlkctXepOcJGek4lXjdJQ3GiNr+AcqIJnsLrjYrxm8NhEmdywa9cRfsajwOVeBlR21X6+ctOePaXnvhnQXXO+oZi+Pp5qZkUUtmrYrN7J05v9ryp++n/1Gsymuq4sHS5ps7BRtDPbhPTn1AefzCK+/jwsWKOXH+PWsBjp2QKlB164TjkSn33PRnXHVUkSkZbVpONs4mS3JiUy7ONPfYHCQnp2LXnoPivr9/DaXf3hg6Njcbgl5XGlVUUnrevp7k8LrHjoJeVw+sjM2sDlyOR25BAeyFbYb5vLVq+IsKjitir/N6N52Vzmc9Y1zzfNYxMkqskah39mSC5Wa/V6UdoNBQgW8bIRmhuRr2XIV3JjjoZSx2cjXVb0UzdKOjpJPa2XMXsXO3VIGtCpcuX8U/sxYoi9MHy5gDy9Jmo+1iCHppnER5C8WpD9+Lbl06iPsZmVl4+PGXUGgkVTdFZlYWPvj4G+Xx6y8/qUhzy+JcUqJwLSYGNnHdoDfY1xcNQ2uK+7tLJCQGDegFd3c3RTqeZZhHXR2ovUDO9JOE2t3dvdRraLtcSb/hsv28N5Oe20OV15UDq1Z1I0SClZKaFPjan7TZ9fp5ZTrLfb12VLWi9oRD8rxxF+vnlQn09kFsLcN4HDsKrtadOqkkV6n32JWD3n2X4oq1BTLmhYNexqJZ+JLSM1oE3HX7LcWqvVXlmx9+E5JPYuyYYSaNeIi5B/cplURXljYTLWvXVRaK5c1RpGrvtG8/FFVAYseu/fjy25/Lfe9vf/gd165LVcpWLWMx/rYRN/08q05KVV6aU+dqLqclkU1G9pY4ZgID/NGnZ1dxPycnVwSs1aWYa/OgPuWO9qBFEgVXroosPadKr70Y88ijilw5sKLzmFwVsiczK2XbuGgFnpClmkeuXkZmnn2Mx9ly/ow4fql3spkLzRt3hHFfspGlK0qbjefCu2s0IuA1bgtkzAsHvYxFK72Xb6ThclrxkRJ3jh+tLNQWLFpRpcpVYmIy/vh7rvL46cenmHxdTkE+lhyRZJxj27aHq0NzCVsbpOc364WjHunPPnpNefzRp99j337JAbskFOx+/d0vyuN333xOVN9vxqrjBmlzrOtWeUv3W5eW0Y4cYeTiXE2Jc0FBgRI40zaiSm95/bw9XWy0R1nSczLCO1dCem5rd2BXG+1Rko52toBPzsrEsWtX4epBb/Pw2vD18IBOr7ebXnh5VFGPmEYVujY5/XgcO3FwpvWh3KrRr7HrmVjJkJ9JG8OM6x0X7WPbOCOue+QzVhspUVIWSONr+vaWKleZWdlYuGRVlXp5qepFjBg2ALFNG5bZL5qRlwd/Ty8McmH5bGX7emXG3ToC424dLu6TvHnK1BdNJik++N83yM7JUUyRevfoctP3TsnKUnqsBruoo7ap7XL02hVk5+cX+96wQX2VhRpVafPyin+/MixZthbp6RnifueObRAcHFjqNSR93mxwB3ZVEyuZUD8/RIeEVviYsTQ00uL49Wsu6w5c1kxYe6jCy/28ob5+aFKzFlwVkqjK5zN76VEsms/rmtLmkjLac8lJSMyUrgO2ZP3pE+IrKb3k86yrYu8zrp0BDnoZiyFf9LabyCjefUdxQ6vKkJZ2Az/9OlN5/NyTD5b52rkH9oqvI1q0gpeJvkVXpKw5ymXxyYevKXN2qQ/71bf+V+z7R4+fUrYhyaLfef3ZCr3vwsMHhHkFJUe6Rkk9YK5M8/A6YmwTjdQo2aMYGhqM7l2Leqw3bNpepd9BwfJb73+hPB47RkpolOTw1SuisqlWqYTTqatjLHG2F/lsmJ8fGrtwYGUso03IzChz9rgt+nm7ubDsXMae3GgpuJMr8K46Fk+GAks6d9iLQmKDPKqooetKm2U6G9ZBdMzYOomnt4MkoiXgoJexGHJ/xpKjh0odQMOG9ENAgNQnuG3HHpw7X/HF5LSf/xYLf6J/3+5o09p0lZAcCmVn4HFtWNos08Ego72Uloq4CiwUqaf0x28+VBZxv/05B8tWFs1GfvOdzxRTpHsnjEWTxhULkuYYEhK3tWnv0nIzGernkXsUTZkmjRw2oNouztN++gsX46R+oUYNozFxwm0mX7fsmCRjbxtRX5ifuDr2ZGZlPAPW1QMr6jWXvQDsoTrC/bz2OR5ni2FUUXgNfzGGzJWxp/E4tF+s537eUscMJfFs3Urz4qL/MGLaN1hx/AicCV5pMhaDqqtUKaLgqmRfj5eXJ8YbZLPEMy++K3oNbwY5BP/401/K42effKjM11KwTaYANf1quHx2t6T0vHGYVCFadFjqd74ZPbp1LDbG6PGn38D1hESs27BV6Q/18/XBS88/WqH3o31ClgKO5YREqV74Dacl2bcxJOOXoaRDRY4XY5KSUvDpl9OUx+++8ZxJ12ZKUMkKiTGtSo8ycuVE0eErl4VPgC0hN3pX7xk1NR5nh417FMkd+MjVK+I+qyOkY4YCrPTcHMU12VbIbTTk2uzqiSKia5SUmF594phNK3qkKErOyhLrRFd11C6ZxJPdtZccMe2fYg30er3wwtly7ozYPs4EB72MxQgzCjbnHyo9mmjKA3fB09ND3Ce55suvf3TT9/z199lITZXGqNBIHRqBVBbywv2WVm1d1gbfFHTRv6VVG0ViXFFeeeEx4cpMJKek4rGnXsfr73yqfP+pxyejZljFenL+MzhqU/Ddqk7dSv4FzsvQ2Bbi68azp0TPszF1atdCpw7SdqNjYMu23ZV6748+/Q7pGZnifu+eXUTvtSn2X4rD2aREsZ/c2pqDXtn13MfdQ8jx5d5AW3D82lWcSJD6eQc2kY5FV4eMiYilRw+L1gBbuwMH+fi4tDuwDClEuhgqV/8dks73toC2ydpTJ4rtK67OqJatxVc6l5CHhK1YblAUkVlgkI+vzT6HPXFr63bi69yD0vrVFhy8fEmMK6RkhLP5rXDQy1gUuVK08NCBUhKnxo1i8M3n7yqPf/rtX8z45Z8y34uMq7754Vfl8XNPld3Lez0jXXGfZWlzaeSgl/p6KyJxJjw8PDDju49FlZ5YvW4zjh47pQRkjz44ERVFljZTlZcz78XlTbX9A8TinZQK5UmcX3j1A6TdSK/Q//vEyTP49c854j79v9976/ky/+/ytukR0xB1AkqbXLmq6/ngWOniP/9QxRNF5uY/Q/KQFolRLm76IjOqRWvRGkDnfKpM2Aq6xhH9Gzfldg0Dsopn3oF9NpM40wKernF0vhtiOIZdnfpBwehicHGWiwO2YMlRKegd0byVzT6DvXGbIeglVdGpBMnV2tosMyQjaD1CRo7OBAe9jEWhk5lGrcalG2nYGx9X6vs0y/W5p4skyi+9/pGQzJrir5n/ISExWdxv27o5+vbuVubvXUBBtl4v+r1kaSJTRGyt2oq7aGWqvdSvS7LYkrz20hPw8fGu0HucuH5NnNCJsW2kEzwjQb3No1u2UfbhktCM65phUg/j6TPnMfnh56HVam/673vjnc+U1919561o2dz0aAgKtv87KAVWnCwynSiiiiK1TdiiYiUrJLgCX0Sgjw8GGpz5bbWAJ7d1eaEoV2oY6ZhxU6vF6EJThpbWQL6+kblYTReeN16S21pLCYm5NkpIXEhOEnOciREtWlr999srMaFhireHrc5ny45JfbxDm0nKM2eCg17GolCWqFc5Emfilecfw6jh0hxSWpjf9+CzOHW6+AWS+he/MpoD++xTD5VbIZRPFmNbt+NKYpkS56IqfGWYfP+dGNivp/K4RfMmuH3syAr/vLxtqFpFJ3jGtDqCJM4099OYkJAg/PXr1/DwkHpxqZ/6zXc/L/dfSEmkVWs3ifu+Pt549cXHy3wtSXepYuah0YgKGlPEoKbNxOxR6lFcZ5BLWpODVy4psnPutS6OnDxbePigTRIS1BuZlZ8Pfy9v9G/MsnOZEF8/ZfaqLRbwlCiSg97RBkkvU5SQEAWJtFRhNmZtFhuUTM3Ca6NBqGubi5WVkKAEtLV7ruNSU5RkxLBmzpeM4KCXsTi3GCpXdPExlVGk6tYPX3+A1q2kbD3NEL39nkeRkpKmvGbW3CW4dFkaORDbpCGGDe5bbgZRHsfDJkk33y40huViilRBrwi06P7uq/fQrk0L1K0Tjm8/f1eMKqoIxiZJXOU1Tcf6kWKMk5A4Hyktcaa+3i/+96by+Nsff8M/sxaYfC9KIr321ifF+q7Da5WdaJClzQObNhMVNKYIb3cPJfM93wY9iiQRJWi8F8vOizMktoWSkFh9UnLst4XsfHjzlvB0c7P677dn5GvwgsMHkG/lhMThq5fFPFq6Zo3kJF4pzxV5TJAtEhLytW04S5tLQUoe2mfPJCWIZKc1WWFwayaX84ZO6HTOQS9jFRdnjUHitDvO9GgiX18f/PPbN8qC/PyFeEyc/BTy8/PFwv2Lb2Yor332qQfL7ZmaZ5AAUgYxNpwNRcqC/jdNa4ZXysVZhgyr1q2YhaP71pY5MsoU5OJ9ISVZGCRwtaocibNBSluWOmLCHWMw9aF7lcdPPf8Wdu7eb7Il4NgJyXiJEhTGP1OS3IICLDbsB+PbSDOBmeKMaSVVFJcdPWJVF2dKFs43nNfkni+mCB8PD2XxPHe/dRfwmXl5WHXiqLh/K7udl4KqRd7u7mLu97rT1lVIyNe1LgavBKY4txkUEtRKU1CBNhlzQWoiubrM/byloaQmJTeNk53WYpmhz9oZq7wEB72MVSROvRs0LncRLy/KKfCVjZLInfb5V97HgsUrcfacFCzHRNfHmFFDyv19ctaSexIr3qdIWXhrMNuwICXJezgvQspETghsPncGSZnFJc4y77zxLAb07SHu5+cX4J4HnlTUEATNsn7vo2+Ux2+++nS5fdcrTxxFel4uanh6YlCspLpgikMmRfT/yczPUxxhrQEtEMkXgZKHsvMqUxz5fL/i+FFk5OVatTKSU1AgXJv7GGbTM0X4eXoqC2hrLuBJVST7IvAxYxpKFHm5uSMpK1Mx/rRWYEXbhwy1eHqDaWQlHPk4WKvn+kZOjmIG6Iz9vAQHvYxVMB6RU94B3K5tS/zw1QfK49//mounn3+7mDyzPCnt0atXcPy6NNKDDUUqsl3aKhXYykicq0KhVqvIQll2Xj4d6kUiIiCwTBdngo6Dn378BI0aGgbaJybjrvseR1ZWtnj85Tc/ITFJ2qYkRR87ZliFkkUjWrQWUl6mNF7u7hhqWMDPNxh+WQNZvULJQ5IlMqWhgDPE1xe5hQXCbMxayMZvI5tLLtJMaeTzPW2XrPw8q/yLjl+/KuShYtuwtNkk/l5eiiu93NpiDRYbpM1U5eXpDaYhQ0tZIbnz4nmrbJc1J4+LsXyhvn7oWF+af+5scNDLWAU6uZGL49X0Gzc1TRgzegheem6q8lieLRpRNxx33MQwSV64k9U6OTcz5dO0VrgyDL0yLs5VYdPZ00jMzBQ9b7wIqb7EmQgM8Me/f3yHgADJlfTQ4eOY+tRruBh3WfT6yrz/9gvltgSk5WRj5XFJojnesEBlTCM7J1OFj1x7LQ0lixYY9gFZjsiUhgJO2afAWhJnqoysMfQQs6N2+QoJmtubXZCP5QZnWEsjV3lp8R4RGGSV3+nIFcWlRw5ZpWWDrjWbzkpV5ZEteFRReQpJuedaTnpamuXHpWQhJUIo4HZGnPOvYuyOYF9f9G54c4mzzIvPPoJbRw8t9tzjjzwgZsWWa5JkODlwJbHy1V5TI3LMiZxJJhfcAO+KjTdyZW5paZA4i2RBRpmvaxATid+mf6YoIKgdYOjoe5CXJy1gRo8YhK6d2980856v1aKmXw30NLitM6bp26ipcOklt15y7bU0W8+fEckictQmoySmbOTz/vozJ8s9ZswFjSmi44YqIzTXmil7zrWckLBWRVHu52Vpc/nQuC9/Ty/RsiEnPi0J/Q6qJob5+aFTpKRSYm7ec03JT0tSoNVi1YnjTi1tJjjoZayG8Yicm/UoCIfgL99Dh3ZSJjAqsh4mTrit3J/ZdfEC4lNTRIZKllMzFdguhsXIvktxwmTKElAGeckRaREyri2bJFUEmi9NFQqaN73Y8L8rC5pZTdVcmStXpaH2NNrordeevunvkhUSY1q3hRtLNMuFlAojDMFnRRJ41WXeAel3DGjSTFTLmLIhhQ8dM9QWYOkknvH2p3E4fNyUz9i2UkJi7cnjSMnKsuh2oVnwJxKkNid57jlTdsvGSINPAM3stTRyu87wZpLBKVOxnmtSylmSbefPCPd7+n19ndibgPc4xmrQQpEkztcy0rGjAj0K3t5eWPLfb/j7t2+wYtGf4nFFFu59GnLfW2VoUitcOF1XZWZvRVl1/Bgy8vJERnlQEzZJqvAsZcOCrSIL+IcmTSiVGHpo0t2Ijqpf7s9Ry4F8QR3PCYlKGY2R+Re591oKGvGyyJDwYNfmm0MSflmuOe+gZSuKqdlZyrzmMeyofVO60agt/wBR5bN0K41c5W0XUV+YJTEVM4EjF3KSH1sKagehvlF5qgdz855rUsZZY6zUMkPbQe9GjeHrIZnJOiMc9DJWI8jHV8kgVbRCQk7Ow4f0K3e2aJFJkvSeLG2uupR2wWHLVK5kSRtllCmzzFQMqrwS5KiYkJF+0yD50w9fQ7cuHRQ3dBrvdTPIHZJaA6JDQsUikbk51KpBVVdy7ZXH1ViC9adPikWoj7sHhjSr+GgwV+a21tICfseF8xY156OWAArgwmv4K+NFmPITErcZgitLS5zl6xhXeSsGtbRQawtJ9WWTKUtAI6vonEnJb5rgwNwcOdlJc41prKAl0Ov1StA7LNZ5pc0EB72MTSTOlIklCZq5ILt9koCQNIOHnVdlu0gVxf2X4nEhOQnmhBbtcmDAY6QqBwWh9YKCDRLnmy9GqOd9wewZmPnHt1izbKYwuroZcgaZkkXspFnxHkXZhMWSEmfZwGRIbHOnzr6bkxa16yjzxymhY3FpcyvJZZW5OXJCetv5s7iUlmqRf9npxOs4du2qIjtnbg7tv3KCdZ4FExIUuMlGSXQOZW4OjQ+kMXk0TnC1wTTP3By9dkW0BhJDnLifl+AzNWNVhjdrKVw2aTj5jgvnzPa+cuaYTqYkCWEqR+OatRSJs7ln9rJJknkkzhUNrijwHTqoL2qH17zpa88kJohEB8EJiapJnFefOG6RubAkBaR5lsSt7NpcqWNG7h+1VEWRZmfLLQG3tmJH7YpCM1kbh9WyaEJClja3rhuBqJBQi/wOZ2SsQSFB+zWtzyxhlLT8+BFlmgdTMWh84DDD/0sej2Zulh09ooxKrFXj5olyR4aDXsaqBPr4KBJncxmNkEnSUoM5gtzPxVR9EW/uypVcSaS5yVwRqcp2kYLerefPmn0xIgcFtECkxAdTcUieF+wjzYVdYYExLOQMTY6qJAUc0DiWN00lGGuQBFLF79i1K2b/3y06ckAolWiWdsf6kbxtKpGQkB1pLZWQWGgIelnaXHnjRBrzSKoiS6hXtp47I0Z8kRqvfxM+n1XlfEZj8izhIbHcMKrImV2bZTjoZWzn4nxYWjiYzSTJy1vY7zNV3S5ScHXw8iWcN5PE+ZqRSdI4Q/WFqRxtDWYs1HcjVzHMgRjxZSRtZioHufWOaiHJJ/+zwCJRljYPb9GK++ArCVX4aD6r+D9awJF2nqHiQtey8uZfM6WRE9OHr1wWLsvmhK5bh65cEvflY5OpeEJCVvtYYs61PIGgb+Mm8PPkVo3K0KdRE5FgpX5oGpNmTq7cSFPUXsOaOf9IPD5bM1ZnWLMWQuKckJkhenvMZpLEi8Nq0SisFprXriPuLzDTIp7kOGySVP3FiFyFN6f0fP+lOJxNSpSqL+w+WyXkPjgaw0JVDHORnpuLVYYZwLxtqoZxRZHOQeaC3M7l65b8O5iK0yC0pmKYZ25HWtkVmq5jDcNu3t7BFEc+1+yJv2i2xDdBIyqXGlo1WNpceWi9LPenm7vneoVBch4VHIKmtSQvBGeGg17G6pDrab/GTc0SXNGJWT5ouSfRnBJn8wRXbJJk3io8Lbapem4O5GRRj5iGqBMQaJb3dDW6RzdAmJ+fcD01ZwZ++bHDQjZN2X1yimaqdi5Tq1SIS03B7rgLZg2sKIimRWKbuvV401QBWVky18wJCTnolX0QmMoRG15bSXzLShNzQEE0jaqk9qahTu4ObClk5/O1p06IcWnmYrns2tyspUsYWXLQy9gE+aJEMyirI3H+cPVyMTaiVZ0ItsA343Yhidi5pMRqvdfZpATsuxRXrCeFqRq0uKZ+KyFxNsjEqgMdc7IpBieLzCNxNpc6wtjkh7L7lOVnKg8ZssgJA3P2j843HDe3tm7rEotESyD/7y6kJGNv/EWzvCe9lyzT5H7eqiNfq0nibK6ExBKD5wolCYN9fc3ynq4457q2Yc61udqcMvJyxeQTV+nnJTjoZWwCHWAeGg0SMzOFQU9VIIMSeTHz2uBh3FtlBkgS1qJ2XbNIab/bvEF8pYREExeQzVhe4tzGbFX4zQaHTjoGufeteowxLBLX0Uzd7OxqbxvK4lM23zi7z1SvokiBKs1yry40ZmfnxfPi/hh2ba4y4f4BSpLaXAmJxYZAILZWOJvyVQMynCROJFwTo2yqCwXO8qiikdxnXWXIO0BW4s01UxV+3akTQqVE6ktXmTXOQS9jQ4lzbLUqJB+sWi5OqF2iotnAyowUBVdVr1yRQcnvu7aL+0/16W+2z+bKyAZwNOqL+gqrg7zQHNi0mXBUZ6oOLRaoqkgjOeSKRnVHfFE2n7L6rrIQsRTUP+jp5iZmuMsVjeognxMbieSgJANl7CMhIUubR7G0uVqQoqhzZLTZeq7JQf2coT94eHPnN0qyhgnclnNnzNLmtNwgbR7UtJlQLbkCHPQyNg+uSKqRX1hYqZ/dF39RWWC+PngEy8ws0D9K7pokUa4Kby5bKCS0NPdNzk4y1aN1nQjRR1hdF+eLKcmKfJalzdWH+tRkOaU5xrDJvXR0HPKIr+oR4O0tFnTmqo7I0mY6p7G0uXqQ8aSHwdCSlCfVIT41RfSNErLhD2OOnut9woSqOsjrNFoLsHdE9Sc5RIeEijVAdcdKFWq1WHniqGIu6ypw0MvYjKHNWsLb3V1k4d9btbRSP/veymXia79GTdE9pqGFPqHrumu2rCNJnOdUYXTBxjMnsdLgPPv+iDG8OLSEi3M1LngvLf5PjD4gGeBww9B7xjwJvA1nTiIlq+omIyQ5lwMAdm027wJ+yZGDyM7Pr/L7XEhOUjwKZAkoUz2116CmzcX9Gdu3VKt/VPY5aBxWC7G1avNmqSZywo3k/L/s3Fpt5QoxogVfa6qL8aSFT9auwtGrVZef77x4HqnZ2SLx5EpzkznoZWyGv5cX3h42Stz/euM6rDwuZZ1uBi0K152Wet5eHzLcop/RVZErgF9tXIvj165W+Oeouvva0oXiPlW/OkdJMinGvBLn7RfO4cjVy5X+eXI6lyVNn9wyjk2SzATJAesYTEaqI3H+fP1q6PR6MZe5fb1Ic308l2Zw0+ai4kuz3N9ctqjK7yNXVpqF13aJ0R7W4IEu3cVXcj7/eceWKr+PrHwZ1bI1J1nNQJhfDUzu2kPcf3HRf2IkW1UTRfJ1ikcVmYeHu/dGTEgoUrKzMHrGd1Wedb3MMG2gZ4NGqOHpBVeBg17Gpkzp2lPInIhHZv+Ny2lp5b6essHvrVyqnERJ7sGYn4e69xYGVFQRfOCf35BTULEKyaz9e4Qsmhxn3xo6kjeNmWlVp64SDE2Z+UelKle0DWkBQ4xv20GMKmLMZzIy2lDtpcC1KjN7N5w+iWlbN4n7z/cfzIt3M+Hl7o73h98i7s/YvrlKo6VobvIfu3eI+9yuYT5odOGjPfqI+y8vnl8lJ2daM8jmYuzabD7eG36LUNJRIvu+v38VxqGVZbEhAUiqIp6bbB5C/fyw6MHHRO81qSRHTf8WpxKuV+o99Ho9lhmS367i2izDQS9jc7nGN2PvFJUNylxNnvl7uaYWq08eExc4+rlXBw2z6md1Jcj85Ze77oWvhweOX7+GlxfNv+nPUAD23oolSjKDek8Y80L7/fQ77oafh6fYLq8uufl2kfl8/RrRz+vv6YV3h4/mTWNmpvbsKySbNDrlyXn/VkqumZaTjalz/lEWIXd36Mzbx4xM6NAZtxpUEo/NmYkrN8pPrhpDi366LtFMeDp27mzfibeNGSG1FyklyAju3r9+rVR7ACUjKCAjGoSGsbmYGaHE9a8T7hMBK6kkxv86XbRfVBQaefjzdql6z2005iUiMAiLpkwVX6knngLfyvivLDx8QJzPiKGxrmUuxkEvY3NooUgnVze1Wsg2afauKchQ4V1DlZfktzRInbEclJn9bMx4cf+3XdsUE5ey+HbTelxJvyG25/P9B/GmsWDP9adjxon7v+7cpriWlgddEL/asEbcf3XwcOE2zJgXWoD8MH6CMu6rMnLNFxbOxeUbaQj19cPXt93BVV4LJIs+v3U86hmSqw/P+qvC8+FJEr3qxDGoVSr8fNe9Yjsz5g+uaN+nHtIH//2zQuZJNGN07M8/YHfcBZGk/XzMOD5uzAy1Bfx734MI85O2zV2//1Qh1Re1qvX55jORAKzh6SmSTox5oUrvkgcfQ92AQFzLSMeo6d8JOfnNEhG3/zoN9/39m3hMfjh1AwNdatNw0MvYBSTZfGuo1N/7+YY1Yn6YKbMKks5ScPzywKE2+JSuxx3tOiqVDapelXVSpQzwVxuloIoC3iAfHkBv6e1CEmXiiXn/Ii41pczXUsXxhYXzxDw+MiibZOijY8wPVWkf79VP3H9l8XwcuBx/058hU7LZBsO4r267Q/TTMeaHknE/3TFRGPRsOnsaX29ce9Of+Wv3Dny7eb24T+oIGvHFmB9y9f35rokisbDm1HF8sm5VBQLeH7HLEPD+M3EyejdswpvGQsHVPxOnwMvNXcjPH5n1d5lJCXr+f2tW4o7fZyA9N0eM9loz9RlWfVmIqJBQLHpwqhhvR0nTEdO/FWqukmTl54m2wC6ff6iYjNIa4rcJ98HVsFnQu2DpGrz10be4c9Kz6Dn0LnQffKetPgpjJ0zt2QdDYluIRTple43nkJHk+f1VkmPzPR278EnUinwyeqy4eKXn5WLSzD9Mjpf6YNUyZOXni+1C0mbG8nw2ZpwwtKD+0Qf//aPMtgDqq1prSCJ9dss4l5nHZyveGDICHetHiSTD/X//Vm5/L53jnp4/W9ynagjPsbQsZKz3Yv8h4j5dT8rrId1+/qyybeiaI/eeMpaBgtZXDC1LH61ZYTLxLQe84375UbQ5UcD798TJLuU+aws6Rkbhx9uLVCzyWqyk1PzuP3/BB6uXiTUcJQAp4G3Cpm8WV35R4EvqLarGj5rxnfhK0HYgJVjnTz/Ap+tWKYnvFY88iR9vv9slE6w2C3r/nLUQW3bsRVCgP0KDWS7ESBK0H8bfhYiAQNGgP+XfPxUJ2r/7duN0YoK4yJHJC2M9/Dw9hayP/ve0SJQl5jJkcPGnweTlrSEj4eHmxpvHCpDjIm0XkgfuuHAeH69daTLD+4rBvIr6RDtFspu2paHtQf3wVFmkvqknyujvpecenztTjI0gT4MPR95q8c/GAM/2G4hu0Q2E0/akf34Xi/WSULXk7j9/Fn2mXaMbiGQRz+W1PM/0GYDBTZuJY2PyzD+UxbtMJvWW/jJNnO9o1Mpf90zCAA54rTY5gBJ6xGfrVwsVhMzJ69fQ/9vPhEkcHSevDByGv++ZJOTRjOVpFFYLC6dMFS0CdO4aOf1bbDxzCmN++l70yV+6kSa2xae3jMWGx59Dl6gYl90sNgt6v/3fG1j138/4/rM30TCGRzMwEiSL/fmu+4QEjUYTfbJ2JfIKC5UFPdno84Bz60NOzuTmSHyzaR1WGyQyxBtLF4kxK12iosXICMZ6kHu5vBChTK4841WGjh+64FEAJrcPMJaHekfl/l7KtP9kMHQx5tedW7H65HFDsm+CGOHGWB66tky/4x7FdOy5BXNKVRLv/H0GkrOyRDLiz7sf4ESeFV3QqQIlG1ve99evirKIAt5xv04Tvh8i4J04ieXmVubpPgNwl6Hd6an/Zok2gcVHDqL/t5+LooS/lzf+vXcKXhgwWGxLxnrQGDWq+Ab7+IpkK40z2nDmlLi+3NupK/Y+9xomd+0pzn+ujM3++trhYXxQMGVK0F4fLM3fpWD38bn/ID41RTjWPt1nIP/XbAQlHORZew/P/gtX028ICRr1YBEUFHM1xPpM7dEH/Rs3FdWRh/79U3E/pew7mYsRbw4ZIUYdMLbp7yWX7QOX4osZi722RJpn/XivvsJQhLEeZEb11W23i/uz9+/BrH27xX1SFk2Z+SeOXbsqrjf/3jeFjxsbJL5/v/t+Edjuib8o5r6TYmU8BbznzwolxZ/3TMKgps2t/dFcHrq+f3nr7WLcHSkl7vh1Ou758xdk5ucJl+f1jz+DwbG8XWxFs/A6WDDlUZHQk71y1k59WnhF8PVfwrVDfsZueaJXPwxoHCsW8rLJyyM9+/CBa+ML3rdj7xQLRqqCUN/168ukhTuNA+lQP8qWH89loYw6VQpr+tUQ7tlT5/4jjpvnFs4VC5N2EfUxsVNXW39Ml4Sq8J0M/b00WoX6e6n3+uFZfyO7IB/Nwmvj1UFSgo+xLjTTlSogxLPz54jqyDsrlmDF8SPiXPfTXRPFIpKxjYLl41G3ifvTt21C368/wzYl4H2AAysbQu1LtA0ahtYU5zDilpZtsHrqM6K/lLG9Km/LUy/gv0mPYPWjT6FdPVbSGqPKzS+s+DBBC/H86//Dtl37sXXlzAr/zPWEZCQmFXcp06vUgJs3GkSEwtfbwwKflLEm1Nfb79vPhB17oLc39jz7qpDPMLZlV9x5jP7pe6XfmjLyW598Ubg8MrZjw5mTGP/bdHGf+uLIpZEW7ysffhJt6tbjTWMjqC+x/3efIzUnGyObt0Lz8Dr4aO0KsYBf+fBTPFvUhlAFcdAPXwppJo3+IAdUWRkxtUdfW340l4cSd4/Nm4k5B/YW9crfeS8Gc4XXLqAk0dsrl6BHdANM6tKDVV6MTdBDZb2gNyMzC7Pnm56paopxo4fA39/PLEHvz3/OxS9/zSv2XHR0JF589nGEBfrA053NdJyBA1fi8e7aZbi/QzeMcLEh2vbMtJ2b8MVmaeTHAx264YU+bC5mD3y6cRV+2r1VeXxn6454c6DU88vYjvVnT+KR+f8Ue+7ZngMwpTM7nduaEwnXMO7v6cK0ihjTvA0+GMKtGvYAzYS9d9ZvOJ2UgM9GjEW/hk1t/ZEYhrEjggJrWC/ovXotEWPvfaLCr5/1yxeIqBte6nmu9DKMY0Hz+J5eMBvxqan49a772KXRTqCF+8gZ32LfpTjh5LjtqReV/h7Gtry9YjG+27JB3O8cGY0Fkx51eVMRe+GXnVvx0uL/0DUqBrPve0g41TP2ASmKcgoKxBQBhmEYm1V6zUVVgl5TZOXk4dylJDSNqgU/Hz5BMgzjmnJampt8R/tO6NWgka0/DmOUkLjr9xk4kXAdi6dMRVRIKP9v7AgySySJM7vOMgzDOAZ5BZJCp6JwOpNhGMaJIKOx7w3jchj7gXoS5zzwsK0/BlPOmCmGYRjGeWH3ZoZhGIZhGIZhGMZpsVmld8uOvThz7qK4f+nKdfH1t3/+E1/9fH0xdjQb4zAMwzAMwzAMwzAOGvRu2LILy1dvKvbcjN/niK/htUI56GUYhmEYhmEYhmGqjV0YWZkLNrJiGIZhGIZhGIZxbvIqaWTFPb0MwzAMwzAMwzCM08JBL8MwDMMwDMMwDOO0cNDLMAzDMAzDMAzDOC0c9DIMwzAMwzAMwzBOCwe9DMMwDMMwDMMwjNNis5FFlkCn04mvObn5tv4oDMMwDMMwDMMwjAXIL9TCy9MdGrXa9YLefIN19cVrqbb+KAzDMAzDMAzDMIyFiIkIha+3p+sFvTX8vFAHgIeHG9QqFeyRcxfi8fFXP+HFJycjJqqerT8Ow5QJ76uMI8D7KeMo8L7KOAq8rzKOAlV6K4pTBb0ebm4ICfSDPaPS63D+/EXxtaKZCYaxBbyvMo4A76eMo8D7KuMo8L7KOCNsZMUwDMMwDMMwDMM4LRz0MgzDMAzDMAzDME4LB70MwzAMwzAMwzCM08JBr5UJCw3BA3ffJr4yjD3D+yrjCPB+yjgKvK8yjgLvq4wzosrNL9Tb+kMwDMMwDMMwDMMwjCXgSi/DMAzDMAzDMAzjtHDQyzAMwzAMwzAMwzgtHPQyDMMwDMMwDMMwTgsHvQzDMAzDMAzDMIzTwkEvwzAMwzAMwzAM47Rw0MswDMMwDMMwDMM4LW62/gCugE6nw+wFK7Bw6Vpcu56IwIAa6NerCybfOw7eXl62/niMCxJ36SpWrt2CXfsO4crV68jLL0Dd2rXQr2dnjL91aKn98mL8Ffzw80wcOHwcBQWFaNwwCpMnjkX7Ni1s9jcwrklubh7ueegFXLmWgFtHDsKzj91f7Pu8rzK2JD09E3/8uwCbtu1BYlIKfHy8EB1ZD5MnjkOblk2V1x09cQbTf52FoyfPQKVSoWVsIzw86U40bhBl08/PuAbZObmYs2AF1mzYhqvXE+Hh7oZ6dWtj1LD+GDawl9gnZXhfZZwFntNrBb784XdxcunVvSO6dmiNC/FXMHfhSrRu0QRfffQq1GouuDPWhQLYeYtXoUeX9mge2xBuGg32HTyGdZt2oGF0fUz/6l14enqI1166ch1TnngNGo0a48cMhZ+vDxYtX4dzFy7hs/deRMd2LXnzMVbj2+l/YcGytcjJyS0V9PK+ytgSSmo/9vy7yMnNxYjBfVEvIhyZWTk4ey4OnTu0woA+3cTrjhw/jceffxehoUG4bdRg8dy8RSuRmpaOaV+8jQbR9XlDMhYtxEx97h0cOX4KQwf0QvPYRiKZSAHwsZNnMWHcSDw6+S7eVxmng4NeC3PuQjwmPvwienXriA/eeFp5fs7CFfjy+9/x5ouPYVC/7pb+GAxTjOOnzoqsLgWwxkz/bRZ+n7kATz96H8aOlhZjr7/3JTZs3YWfv/1AqUJQlvjuB5+Hh4c7Zv70WbGsMMNYipOnz4sEDC3Ivpn+V6mgl/dVxpY88sxbIvCd8fV7CA0JKvN1kx9/DRcvXcE/Mz5FWGiweI6qwndNeQ7NmzbElx++YsVPzbgaR46dwkNPvymS2E8+PFF5nlRcd01+FukZmVj538/iOd5XGWeCS4wWhjJner1enFyMGTW0H7w8PbFy3RZLfwSGKUVs4walAl6if++uSrKGoIrFlh370LZVs2KyOx9vL4wc0hfxl67i+Mmz/B9mLI5Wq8PHX85A5w6t0bt7p1Lf532VsSXU+nHo6EncNX6kCHgLCwtF9awkly5fE0lHaiWRA16C7tNze/YfQXJKmpU/PeNKZGXniK8lEzPu7m4I8K8BLy9P8Zj3VcbZ4KDXwhw/dQ5qtQrNmjQo9rynhwcaNYjEiVMcMDD2Q0JSivgaHBQgvpIsL7+gAC1iG5V6LVUk5H2cYSzNrP+WiX7dZ6YW7+GV4X2VsSXbdx0QX8PDQvHCG5+g38h70X/0fbjjgaexcu1m5XUU8BIkKTV1TqUk+cnTfE5lLEdskwao4eeLf+YsFi1N1xKScDHuMn74ZSZOnjmHSXffxvsq45SwkZWFSUpOFZkzkoGWJCwkCIePnRKSEsqwMYytK2m//f0fNBoNBvaVJPeJyania1hIUUVCxliWxzCWhEyrfv5zLu6fcCtqh4fh6rXEUq/hfZWxJXGXroivH305A/XqhuPV5x9BYUEhZs5binf+9z0KC7UYPriPWBMQxlVemVD5nGp4DcNYAv8afvjorefw0ZfT8fr7XynP+/h44/3XnxbteATvq4yzwZGWhcnNy4OHe+mAl/Dw8FBew0EvY2u++vF3YbDy0P23I7JeHfFcXl6++OruUfpUISdyaP9lGEvyydc/o07tmrjjtmFlvob3VcaWZGfniq/k1vzN/15Xruk9u3XA+PuewrTfZmHowF7INZxTyS23JJ7yOdWELJphzImPtydiIusJM8uWzRqLPt7/Fq/CWx99i4/efBad2rfifZVxOljebGGob5fkoabIz89XXsMwtmT677Mxb9EqjB7WHxPvuEV5XnZwLsgvLPUz+fnSfs37L2NJSBq6e99hPPf4A3BzKztPy/sqY0vk/W9gn27FkthUVevepZ3o06VRcV6G1+UXlD6n0ug4Qu6pZBhLcPZ8nDCy6tiuBR6bMgG9u3cUHh0/fPYWQoIC8fFXM4Tyi/dVxtngoNfCkFHAjfQMJUAwhiRMNLOXq7yMLSHZ6O//zMfwQb3x/BOTSknwicTk0hJmWdZsSqbHMOaAzptfT/sLXTu2EYsxMlah27UESd6clZ0tHmdkZvG+ytgU+TwYHBRY6nuhwdJ5NCMjSzEPMtUWkiSfU8txfmYYc/gj0Lm1X68uxZ6nZEvXTm1w7XqSmN3L+yrjbLC82cLENo7Brr2HxOwz48H0efn5OH32YrHnGMYWAe8vf80TsruXnn6w1OihmOj6Qp5PsueS0MB6omnjGKt9Xsa1oPNk2o10bNu1X9xKsnLtFnGbOnkCbhkxgPdVxmaQWeWCpWtMBrMJScnia1Cgv7gRR4+fFlMcSp5T6RzcpBGfUxnLIfeM07zeklCFV/qqFVMeeF9lnAmu9FoYGgFDF7HZ85cXe37R8nWiF5Jn9DK2goJdug3p3xOvPPMQ1OrSpwMaTUTSvP2HjokkjQzN6V28Yr0wbCnpTM4w5sLbyxPvvfZUqdtzjz0gvt+lQ2vxuEfX9ryvMjaFenfJCIjGENL5UYbMgDZv24N6EbURUTdc3ChRuG7zzmIKGrpPz7Vv3RwhwaWrxQxjLqLq1xVfl63aWOx5Usxs3r5HODtH1OF9lXE+VLn5hXpbfwhn5/PvfhX9kr26dxQyPbKGn7NwJVo1b4yvP37NZLDBMJaE9kfaL2vVDMWUiePEWC1jggIDhJEFQfLRyU+8Bjc3DW6/dRh8fbxF0ubc+Xh88u4LYm4qw1gTcm8ee+8TuHXkIDz7WNEII95XGVuycNla/O+rnxAdGYERg/ugoLAQ85esQXJKKv73zgvobDinHj56Co+/+K6QRI8dNVg8N3fRSqSm3sAPn78txhkyjKW4dj0R9099RQS5VHiRjKyysHj5OiFrpnMqnVt5X2WcDQ56rQDJRWbPX4aFy9eJkw2NMKIK8OSJ40R1gmGszXuf/oDlqzeV+f22rWLx7SdvKI8v0Ay/n2fiwOHjYiHXpGE0Hrj7NnRs19JKn5hhbh708r7K2JoNW3bh7zmLRVJQpVaJGed0rmzVvEmx1x05dkoYCB6jNhGVSgQeD99/B5o0irbZZ2dch0tXruPXv+dh74GjSEm9IYzYGsVEYvyYoejTo1Ox1/K+yjgLHPQyDMMwDMMwDMMwTgvrahmGYRiGYRiGYRinhYNehmEYhmEYhmEYxmnhoJdhGIZhGIZhGIZxWjjoZRiGYRiGYRiGYZwWDnoZhmEYhmEYhmEYp4WDXoZhGIZhGIZhGMZp4aCXYRiGYRiGYRiGcVo46GUYhmEYhmEYhmGcFg56GYZhGIZhGIZhGKeFg16GYRiGYRiGYRjGaeGgl2EYhmGqwMaNG+Dl4YY//vid/38MwzAMY8dw0MswDMMwZXDwwAG8+87buHDhgtMG7vT3paWl2fqjMAzDMIzF4KCXYRiGYcrg4KGDeP+9d3HxYumgt2fPXkhLz8SECXc77P9v08aN4u/joJdhGIZxZtxs/QEYhmEYxhFRq9Xw8vKy9cdgGIZhGOYmcKWXYRiGYUxAst8HJ08S9wcPHCD6d+k2edIDZfb0Gj837ccf0LJ5MwTU8EX7tm2wbOkS8Zojhw9j5IhhCAsJQp3wmnjm6adQUFBQ6vefOX0a9993L6LqR6CGrzcaN2qAl196AVlZWRXaXtu3b8OokcMRWa+u+AwxUfUxetQI7Ny5Q3yf/g6q8hJNGzdU/j76u2Vu3LiBV19+Cc1im8DfzwcRdcJxz90TcO7cuWK/i/5e+tm1a9eIn2/UMEa8vkO7tpg9axbvXwzDMIxN4UovwzAMw5jgllvG4Nq1a/j5pxl44cWX0LRprHg+pkHMTf9f0374Aalpqbj//gdENfi7777F+HFj8c/MWXj0kYcw/vY7MGrUaKxZvRrff/ctwsLC8PIrryo/v2/fXgwZNBABgYGYNHkK6tSti8OHDuG7b7/F9m3bsHrteri7u5f5+0+dPInhQ4egVng4pj72OGrWqoWE69exbdtWHDp0CJ07d8HkKVOQkZ6OhQsX4JNPP0NISKj42ZYtWyoBb59ePREfH4d777sfsc2a4drVq5g+7Uf06tENW7fvRGRkZLHf+9orr4ig/KGHHhaP//j9d0y8ZwJy83IxceK9vJ8xDMMwNoGDXoZhGIYxQctWrdC5SxcR9PYfMAC9e/ep8P/p6tUr2H/wMAICAsTjPn36omOHdrh9/FjM/Hc2bhkzRjw/5cGH0LVzJ1EVNg56H5oyBeHhtbF1+w7UqFFDeb5v337Se8z8p9wgcvXqVcjOzsYff/6Fjh07mXxNly5d0aJlSxH0jhw1GlFRUcW+/87bb+H8+XPYtHkrWrVurTx/z8R70aFdG1HR/ennX4r9TFJyEvbs3a/83fT3dWjfFi8+/xzGjRsPb2/vCv8PGYZhGMZcsLyZYRiGYczM3fdMVAI/OYD29/dHnTp1lIBXplv37qKinJmZqcifDx8+hNvvuAN5eXlISkpSbvRaX19fUSEuD39/6XcvXrQIubm5lf78er0e/878Bz169hRVZuPPQL+/U+fOWLum9Gd48MGHiv3ddH/KlAeRmpqKTRs3VPpzMAzDMIw54EovwzAMw5iZ6JjSEujAoCBERESUfj4wUHxNTk6Gn58fTpw4IR5TJdW4v9aYhITr5f7+8bffjpkz/8b/Pv4I33z9lQhSBw4chHHjby8lSTZFYmKi+DwUXFMfb1lGXiWRJeDGxMY2E1/Pnz9/09/LMAzDMJaAg16GYRiGMTMajaZSz8vVVeOvTz39NAYOGmzytUFBQeX+fk9PTyxbvhK7d+/C6lWrsGXLZiFXfu/dd/D7H39h9C23lPvz8mfo178/nn3u+XJfyzAMwzD2Dge9DMMwDFMGKqis/r9p2Kih+KpRa9C//4BqvRf188o9vfHx8ejSqQPeevMNJehVqUz/fWSsRRVoMrqqzGc4ceI4Ro4aVey548ePia/R0dHV+EsYhmEYpupwTy/DMAzDlAHJjYnUlFSr/Y/atGmL5s1bYMaM6aVGAxGFhYVISUkp9z2o97YkJK0ODQ1DampK6b/P6DlZunzHnXdh9+7d+G/ePJO/IyEhodRz06dPE67PMnSf/g4KoHv26l3uZ2YYhmEYS8GVXoZhGIYpg/YdOogA8OOPPhQjiHx9fBEVHYVOnTpb7H9G1ddffv0NQwYPRMf2bZVxQTnZ2Th79iwWLpiPd957v1z35o8+/ED04w4bNgxR0dFCrrx06RKcPHkCzz77nPI66vUlXn3lZRHkenl6oXnz5mjeogXefuddMR5pwl13YOzYceK1Hh4eiLt4EStWrEDbdu1KuTeHhoSiZ/dumHjvvcrIovi4OPwwbTp8fHws9j9jGIZhmPLgoJdhGIZhyqB+/fqYNv0nfPbpJ3jisakoKCgQzsyWDHqJ1m3aYMeuPfjkfx9jyZLFmDF9mhhdFBkZJX4/jS4qD5IY00zdufPmivm8NCqoYcOG+P7HaWJ2sEy3bt3x/gcfimrsow8/JKrIr772ugh6yXl5/cZN+PKLzzFv7lwsXrwIbm5uqFs3QrhI3/9A0fvIvPfBB9i6ZQt+/PEH8XsbNWqM337/E3fceadF/k8MwzAMUxFUufmFklsFwzAMwzBMFfjjj9/x4ORJWLl6TaXmGTMMwzCMNeCeXoZhGIZhGIZhGMZp4aCXYRiGYRiGYRiGcVo46GUYhmEYhmEYhmGcFu7pZRiGYRiGYRiGYZwWrvQyDMMwDMMwDMMwTgsHvQzDMAzDMAzDMIzTwkEvwzAMwzAMwzAM47Rw0MswDMMwDMMwDMM4LRz0MgzDMAzDMAzDME4LB70MwzAMwzAMwzCM08JBL8MwDMMwDMMwDOO0cNDLMAzDMAzDMAzDOC0c9DIMwzAMwzAMwzBOCwe9DMMwDMMwDMMwjNPCQS/DMAzDMAzDMAzjtHDQyzAMwzAMwzAMw8BZ+T+1yyXdirOmvAAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"ROBUST_STL\")\n" ] }, { "cell_type": "markdown", "id": "9fcb31a6", "metadata": {}, "source": [ "## `EMD` - Empirical mode decomposition\n" ] }, { "cell_type": "code", "execution_count": 10, "id": "15bd8770", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:47.145449Z", "iopub.status.busy": "2026-05-03T12:56:47.145449Z", "iopub.status.idle": "2026-05-03T12:56:47.205008Z", "shell.execute_reply": "2026-05-03T12:56:47.205008Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EMD: Empirical mode decomposition under the DeTime result contract.\n" ] }, { "data": { "text/html": [ "
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methodstatusreasoninput_modeoutput_shaperesidual_rmse
0EMDranunivariate(96,)0.0
\n", "
" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 EMD ran univariate (96,) 0.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"EMD\")\n" ] }, { "cell_type": "markdown", "id": "c1284acf", "metadata": {}, "source": [ "## `CEEMDAN` - Noise-assisted EMD\n" ] }, { "cell_type": "code", "execution_count": 11, "id": "e285eaf9", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:47.208106Z", "iopub.status.busy": "2026-05-03T12:56:47.207581Z", "iopub.status.idle": "2026-05-03T12:56:47.293910Z", "shell.execute_reply": "2026-05-03T12:56:47.293402Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CEEMDAN: Noise-assisted EMD variant for more stable IMF extraction.\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 CEEMDAN ran univariate (96,) 0.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"CEEMDAN\")\n" ] }, { "cell_type": "markdown", "id": "9d9ca8fb", "metadata": {}, "source": [ "## `VMD` - Variational mode decomposition\n" ] }, { "cell_type": "code", "execution_count": 12, "id": "2eb3c987", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:47.295425Z", "iopub.status.busy": "2026-05-03T12:56:47.295425Z", "iopub.status.idle": "2026-05-03T12:56:47.376658Z", "shell.execute_reply": "2026-05-03T12:56:47.376658Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "VMD: Variational mode decomposition integrated into the common workflow layer.\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 VMD ran univariate (96,) 0.034219" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"VMD\")\n" ] }, { "cell_type": "markdown", "id": "054a714a", "metadata": {}, "source": [ "## `WAVELET` - Wavelet decomposition\n" ] }, { "cell_type": "code", "execution_count": 13, "id": "ff6643bd", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:47.379813Z", "iopub.status.busy": "2026-05-03T12:56:47.379813Z", "iopub.status.idle": "2026-05-03T12:56:47.438144Z", "shell.execute_reply": "2026-05-03T12:56:47.438144Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WAVELET: Wavelet-based decomposition exposed through the common output contract.\n" ] }, { "data": { "text/html": [ "
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methodstatusreasoninput_modeoutput_shaperesidual_rmse
0WAVELETranunivariate(96,)0.0
\n", "
" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 WAVELET ran univariate (96,) 0.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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baBtlnj178ZaDM7mgv2sfNParJ+qWL57ZizvXjmPfrjVCPSBDmW4yeNOadEx6aHNO3L59X6P/NnHjpub+YUd1hmEYhmGYrIOZB72aAaucwc2TO6cw/VGeV7Wiki1UZ3nl36XVm1dbyMjo1Bmpl6pMt87tNNbVbZVkCTSDNGtb1SxbsU4xGSJmzJqnURutJmeObKKOW4Za66xK4cRNkOs29WUd9GVyy6JmTRpqZJXpXEj5WnITJvdemSYp3LOpj7C8bZQ5Hj9xBmJj4zRUAHJ9bGYy/e95Sj9fqtul7VIjO4zTRIxfg2QFAm07PVfOgtPfltJErEmj5H1A7s0Xk0zCZBl22dIl0KWj5vn+KIWU/F04OTporFMgnh7onPAtX0ZjEouMu5T1F7S+WOM1KY8rwzAMwzAMY7qYbU1vamZWadX7Uk0i1UumzMIJh+cqvso6SS6p3Y0MyTPPn9qdapCyYNFKjBiV3L5nzdrNqKZ6LzLsoc9MmRUj6OfUOkZb0mpZREyfOlY4D6cGfXZar6Wewj+NHpaulkVE08YN0KObprmTviHXbXLUPpVUe00tcvyadRFSdKo9pZY674KMl3p8MFAEd/Sg9kXUp5baDlHw9vjJM9Hzl7J96skRqjPt1aMjli5fJ9bpufTaSVNmi99FREYJGT217pHrvHt174g5/y5WgnJqeVOjXmtUEC2Lngh3YxlHBwd889UAGANyTK7doK0476hdkbplEZ3fcrab+GboQNGOS+5nO2/BctEbWdRRX7kujoEM7Qu1MRX1sR73+19Cvl/cp4gw9SLHbHVtL1G0aGGtt71o0UKih65Mm459hMmXra2N6J/drYvmBFNqfP/tYNFeSQ7efxk7RSg0cubIjvMXLyM4OFRjMi0t52aGYRiGYRjG9DDroLdsmZIik0TmQGpS67tLAXLKQI4cWNUuwGvWbdVw1m3bpmmaWblWLZtg5P/GK8+n1kW/jhkhJKIy1EJm7IRpb722a2ftDKxk3mXENPmPMUAaQS/1Nk3rtbTv0tuySDY2Agwb9BIzpowVbWRkF22qtZZdneVtv3L1RqqvbVCvpmg19N3I30SbICJloCeTUmI+4bdRQr6uNh2jgFadaVZDbsVUw/phvyFKgEtB+v6DxzSeR+fpzGnjRJ9nY0BB7Zz/FuPAIc3tIkZ9P0S0WpKhzOycmRMxeOgPyrVFagZ1ayaiaJFCWLJguoZjswwpKlKqKtTX3Ye9Omu97eSiPW/BCkWSTJMW9CDUkxbvopFfXfwxbjRG/TRBKTOgyZOUEyi0H+b9MzlddeQMwzAMwzCMcTFreTMFLFUqVdAqA1xDVdeblrR5TQrX5vZtmr9TMlmzRhVlPTAo+K02J507tn4raKb1zh1bpfm+jAS1KNq1dTl69+wksoY0mUBZReqtunn9wrdMn1JC2b/D+zfgyy8+RsUKZUVvVTpfqF6VsraUqf3zj5+wc8tyjdfR51C/WuppS+7aRQoXFEEduYDnzZMLjf3q4tP+vTVeU8ynCPbuXIVxv45EndrVRF9hquumCZXy5UqJbTiybwNaNPMz2uH9pH8vrFwyW0jHabvob6KM5sK50zB4UP+3nt+yuZ/YZtrf5FZOr6G/iWp+a9eqht9+HiH+Zp8UGdvpU34T7X8oU58vb27xOfQ62ie1alTBz/8bjq0bF2vUDb8Pyk4vnv+XqM1P6VqdHqif9oHda8W+ILdm2gbaNqpnJtn5tD9/xeZ1C5W2UAzDMAzDMEzWwCoqJs64lrQMw2Q6Q74ejZWqeuRTx7YLSTvDMAzDMAzDmBtmnellGIZhGIZhGIZhLBsOehmGYRiGYRiGYRizhYNehmEYhmEYhmEYxmzhml6GYRiGYRiGYRjGbOFML8MwDMMwDMMwDGO2cNDLMAzDMAzDMAzDmC0c9DIMwzAMwzAMwzBmCwe9DMMwDMMwDMMwjNnCQS/DMAzDMAzDMAxjtphV0BufkIDwyGjxP8MwDMMwDMMwDMPYmtMuiIqOxd3Hr1GqcC44O9gZe3MYhmEYhmEYhmEYPRMdG2+5mV6GYRiGYRiGYRiGUcNBL8MwDMMwDMMwDGO2cNDLMAzDMAzDMAzDmC0c9DIMwzAMwzAMwzBmCwe9DMMwDMMwDMMwjNliVu7NDMMwDMMwDGNI4uLi8PjxY0RFRSE+Pn0OsgzDvBsbGxs4Ojoif/78sLXVX6jKQS/DMAzDMAzDaBnw3rlzRwS8VlZWYoDOMIz+iImJQXR0tHj4+PjoLfDloJdhGIZhGIZhtEDO8Hp6eqJgwYIi8GUYRn8kJibi4cOHCAoKEtdb4cKF9fK+XNPLMAzDMAzDMFogZ3g54GUYw6C+vuh60xcc9DIMwzAMw5hJhmTfgaM4deaCsTfFbKEaXpI0c4aXYQyHXDqgz5p5DnoZhmEYhmHMgCnT/0OnHp+haete+HfeMmNvDsMwjMnAQS/DMAzDMEwWx//UOYz9fbqy/u0PY7F0xXqjbhPDMIypwEEvwzAMwzBMFiYoOASfDPruLSngl9/8iA2bdhptuxjTpG/fvmjYsKGxN4NhMhUOehmGYRiGYbJwHe/Q4WPw6PFTsV6kcAE0bVRPLCckJOCTz7/Dzt0HjbyVjCkxbdo0rFu3ziifTU68Y8aMgSlB1wldR4x5w0EvwzAMwzBMFmXx8nXYsFnK5lI/y7mzJmLR3KmoX7eG0le2zydDcfDICSNvKWMqeHh4wNvb29ibYRLExsYiMCgYAQFBiIyM4uDXjOGgl2EYhmEYJgty4+YdfD9qvLL+48ivULlSeTg5OWLZwumoXrWi+Hl0dAx69RmMk6fPG3FrGVOUN1PWlbKvGzduRKlSpeDi4iJ+d+vWLeX5Bw4cEG66mzZtQq1ateDo6IjixYtj7dq1ynPu378vnkPPTSuzS+/74MED/Pzzz+K5qT0/M6HsbmhYuPif/oVHRCA4JBRxcfpzDNYXR44cQZ06deDm5iYevr6+2LlTmux68eKFOKY5cuSAq6srateurbFf6e/77LPPxDFzcnJCoUKFMHjwYISGhmoE/9988w3y588PBwcH5MmTBz169NB4j0mTJqFo0aKwt7eHj48PpkyZorGNdHxpO3777Tfkzp1bTKz06dMHYWFhMAVsjb0BDMMwDMMwTPqIiopG/4HDEREZKdb9GtTG4EF9ld+7urhg1dJZaNu5Hy5dvo7wiEh06TUQm9fOh2/50ry7GYWXL19i1qxZWLp0qVALUODSv39/HD58WGMvDR06FH/++SfKlCmDf//9F926dcPZs2dFAKYNJKmm53bv3h3Dhw8XPzNGxpnkzAEREYiIiEBkdPRbv38REgJnJwc4OjgapDWVt7MzrK21zzuSWqNdu3biuCxYsED87MqVK3B2dkZkZCT8/PxQunRpbN++HZ6enli5ciWaNWsmjk25cuVEwJojRw4sXrxYBKM3btwQQW94eDjmz58v3m/69OlYtWoVlixZIgJbOieOHj2qbMPff/+N//3vf0IaT5+3b98+fPXVV2IbBgwYoDxv/fr14tyhoJsmQihwpiD7119/hbHhoJdhGIZhGCaL8eOvf+LK1ZtiOXs2b8yePu6tgbSnhzvWr/gXrTt+hBu37iIkJBSdun+KbRsWomQJHyNtuXlSuqIfwsLC0/y9qBilulHKcOr5s11dXXDt/H6dXx8VFYWFCxciV65cYp0C0g8//FD8nLK6Mt9++y06duwolinrR4ENBcGLFi3S6nMowKXeq5SNpODLWFDAW+zXUUb7/Nv/G4vsrq5aP58ysoGBgSLwpWwtIf9PQXBQUJAIdGnCghg1ahT27t2L2bNnY8aMGeK+MHbsWI3sO61TFnbu3Lni95SBL1GiBBo0aCAC/YIFC6Jq1arKayZMmIAvvvhCZIzlz79+/bp4H3XQW6BAASUDTMqBrl27Ys+ePRz0MgzDMAzDMOlj+679+GfuUmV91l/jkCtnjlSfmz27NzasnouW7fvg/oNHeBMQiPZdP8b2jYtQpHBB3vV6ggJekspmRUjKKge8RN68eUV2kLJ9FPzIkGxWTd26dXHo0KFM3VZ9kNVMq7y8vPDJJ5+gefPmIstKMmKafChZsiROnTol5M2U4VUTHR0NOzs7ZX3evHn4559/RPaV5Mbk9E7Pef78uTje/fr1Q9OmTYVsmf6nTHHbtm2FlDkkJASPHz9GvXqSQZ4MBchTp04VQTlJromUWX96bwrATQHO9DIMwzAMw2QRnj57gS+GjlbWvxjwEZo21hyMpiRP7pzYuHouWnXogydPn+P5i1f49PMR2LNteSZssWVA2dZ3ZXjVYRblevWpmk3rs7VFHRwRsqSXZMDaIqsMUgaUVCtqajhb28B/sCSvtrayhoe7m8b2x8TGivpe9d9ia2Mj6p3pf33Im9MLyclJTrxr1y7s3r1bSI1JkkzHiDK0mzdvfus1VL9LrFmzRmRjKSvbqFEjYWRG0vWPP/4YMTEx4jkVK1bEvXv3xHvv379ffBZ9xvHjx9Ml8U7tXErPeWRIOOhlGIZhGIbJAlB2ZsDg74XTLOFboQx+/GGoVq8tVDCfCHybtumFwMBgnD57Ebfv3Ecxn8IG3mrLIDV5cUJCIoJDQt7qn0x4uLvDzi5rDcOPHTumkcmjms+yZcuKZaoZJZ4+lVpnEZRFfPbsmcZ7UOYwtf2RWdBnUz18NmdposDN1UUYN6UkwdMT4eERiE4KCgmbRMDTxcUgdb7aQPW59CDDqYEDB4o67CFDhgiJ87sk4wcPHkSFChXw3XffKT9btmzZW8+j96AMMj1++OEHoQCg2l1aJ4MrCpTbt2+v8b6kBJCzvKYOuzczDMMwDMNkAabOmIvDR0+KZRdnJ9GeyMHBXuvXU4DbrXNbZX3T1t0G2U5GyhiGhYcrAR5lFB3sk49VykxiVoDqeDds2CCMkCiAIqOkYcOGKVlFchem51y4cAFnzpwRNaPqmmCC5LMUPFEN6evXrzM1E0z7mwJZOe9ub2cngvDUoMyvm5sr3FxdlSCXjiWZSmU2t2/fxogRI4SDM+03yr7SPiRDsd69e4t92rp1a+HmTPJlf39//P7774q7NtXWXr16VRiJ3b17F//99x/mzJmj8RkTJ04URmZkkEUZX5JDU/01SaiJkSNHYubMmSLjTM7eJJWmoJuC46wCB70MwzAMwzAmTlBwCH7/829lfdKE/+mUpW3fppmyvHHLLr1tH6MJ9XyVpaOEm5sLXFyclQCKgidqJZWVmDx5MsaPHy+yhhRALV++XMhiZShQcnd3F7W/PXv2FMZHOXPm1HgPktiSazAFbJQdVjsEG5qYmFghXZYl5urjkRY0qUQtwGSMccxIVk2BJjkhk5S5c+fOonUUOSrTpAJlXKtXry5ck+n3nTp1wokTJ4RhFUHS5n79+uHTTz8Vx46k0BTkqqHjRseX3rd8+fLi+K5evVocJ2LQoEH45ZdfMG7cOPEzMraiZbWJlaljFRUTl7Wmmd5BeGQ07j5+jVKFc8HV+W2pAsMwDMMwTFZk3YbtokUR0cSvLlYvm62TzJKyVeQ0/PLVG7F+3n8nChfKr/ftNVcoE0bIst7UoGA3JDS5N6mLs7MSOJG0ljLAcvbX09M9Xe1rjAG5NJOBEmUA5UAqq0F1pUFBIUhITHjrmGhzzQQGBYtluua8vTyNJnG2JK6851qLjk2fTN60rzKGYRiGYRgGO/YcVPZCh3YtdB50k2SxbasmyvpmljjrFQqQ1C7OVC/q6OigkTm0tZFqeSkAo4wwY3ioT7Uc8NL+Vx8Tba4Zu6R2QLLRFZP14KCXYRiGYRjGxAOpPfsOK+tNG9fN0Pu1Y4mzQaCAiDK8cq0uBVeuKSS0tEyyWpnIqCjExRnP2MkSoLphas8j4+r6fllzSuxVtfNZTZbOSHDQyzAMwzAMY8KcOXdJcWyu5Fs2zZ682lKnVlV4e0t9PcnF+fETTYddJv1QoEsZXrVxFdXxphZckWuz2jHY1E2tqC8sbV9WlDYLQ7GwCGXdydERtklZ2/SgNiGLjYk1mTY8jPZw0MswDMMwDGPC7FJJm5s1aZDh96NBf+sWjZX1zdv2ZPg9LR3K2KY0riJZbFqQ+7YcEFMmkkyWGP0TERmF+ISkiQhrazg7S71r0wu9ltyeCXJ/5uOV9eCgl2EYhmEYxoTZueeQsty8SX29vGf7Nk2VZW5dlDEoaI2IiFTWySTJLilASgsRgDk5ZZlsb1aEsrHqmmnXDPbYVWfn1f17mawBB70MwzAMwzAmytNnL3Dp8nWxnDNHNlT0Tds1OD3Ur1sD7u5uYvmE/1k8f/FKL+9riagDK5LBamuSRM+zsbZJNUBjMo6UjVX35H33RMT7oNers/PxLHHOUnDQyzAMwzAMkwWkzU0b19dbext7e3u0au4nlinDuIUlzjpBwWqym692vV/TNLUiKW5STTCTcdTZWHWWVlfoeNF1IxPDhlZZCg56GYZhGIZhsoC0uZmepM0y7VjinGHUtZ2UCUzvpAS9Rl0rSq11GP1MRlA2lrCCVYazvKkZWqkdoRnTh4NehmEYhmEYEyQqKhoHD51QHH/9GtTW6/s3alBHtNQhjhw7hdevA/T6/paAOvBRB0TpQcr2StlhMsOSgzUmI8clJlVZckah65CcuYm4+HhuN5WF4KCXYRiGYRjGBDl6/BQiIqXMX60aVeDu5qrX96ea0hbNGiqZsW079+n1/c0dkiLHxsWppK+6ZRPJ5dnJKVl+G2UhsllqgTRmzBiDvLfaSdtB1WM3o9BxVr9fdEzWzPYuWLDgvRMB9+/fF885cOCAQdpg9e3bF2Yf9D58/Az/LlyNT7/6H1p3+wxNOvTDR4O+x8Jl64XlO8MwDMMwpgtloshgid1mM9G1uWnGWxWlRtvWyS7OG7fsMshnmCvqwIpqPTOSTXR0cNR4X0NeW8YIOIw5GfE+J+30ohH0Rhv2WBmK7t2749kzy+rPbZSgd+vOA1i5fhvy5cmFvr074YtPeqFg/jz4Z+EqDBz6k4YkgWEYhmEY0yEuLg5deg1EmUqN8P3/Jhh7c8wWGkjv3J1sYtVcD/15U6Npo3pK65yDh/0RFBRskM8xR9Tj1YxmE21srGFna6sce2NLnNUBfVausybJub6kzerMvNyDmRQSdE/MTOjzMhpoOzk5IXfu3HrbpqyAUYLehvWqY8PSmRjz/WB0bd8CHds0xa+jvsJHPTvg9r2H2LxjvzE2i2EYhmGY9zBv4UocPCzVmc75b4myzOiXm7fu4sHDx2K5aJGCKOZT2CC72NnZCU0a1VUG09t28hhMG+Li4kVNJ0E1nnLAmhHUzsCGSgBRhvfgwYNYuHChCAbpQVJXkhqPHDkSX375JbJnz44qVaqI59++fRudO3eGl5cXPD090aRJE1y4cEF5P5K+0nvs2LED9evXh7OzM8qUKYPt27drfC69pnbt2sJFuXjx4li1ahUypZ5Xj9JmDYlzJhwr9TGj7Pzff/+NokWLin345MkTfPXVV8iXL5/Y55UqVcKaNWs0Xjdu3Djl+Tly5ECzZs0QmVQukZq8mY5JsWLF4OjoKI7VxYsXtZI7p5SpL1++HLVq1RLnC503jRo1wpkzZ2CRQW/pEj6KcYKaxg1qif/v3n9khK1iGIZhGOZdkNHR2D9maPzsmxG/CMMlRr/sMqBrc0rat22mLLPEWTvUtZyU5dVHNlGdLaZspSFks9OmTRMBSbdu3YS8lR4kdSVmzJgBd3d3HD16FCtWrMCLFy9Qt25d5MyZUwTK/v7+KF26tAjA6HdqRowYgR9++EEEt1WrVhXvGRgYKH5HgVarVq3g5uYm3mPRokWYOHEiXr58aRBpc1x8nF4nI1JDs67X8BJnChq3bduGtWvXimD0ww8/FPt65cqVuHz5MgYNGoRevXph586d4vnr1q3DhAkTxPG+desWdu/ejdatW6f5/ufOnUPPnj3RqVMn8b7Dhw8XQbUuREVFiXPh9OnTOHToEPLnz4/mzZsjIMC4RnmGORN05GWSa6C3l4exN4VhGIZhmBT8OmEagoNDNH525+4DTJ0xF98P/5z3lx7Zucfw0maZZk0aiEE8Zaz2HzyGkNAwvZtmmbu0+afFYbjxJOMy1/j4RCWAsrEOgpX1+4Ppkvls8fOH2h0vDw8PkVFOTd5K2cKxY8cq65S9K1iwIGbNmqX87K+//hLB1+LFi0VgJDN69Gi0aNFCLI8fP178/uTJkyLYWbp0qQiAly1bhmzZsonnzJ8/H+XLl4ehs7xpTUbEzvsQiJCCcl1xiYtXjlWsjY1WxwrOXrDrv1inz6P9SMePMq00MUGTBpRNJT777DOcOHEC06dPF/v8wYMH4vjSMaGa5oIFC6JixYppvveff/4pJiv++OMPsV6yZEk8ffpUZP7TS79+/TTW6VhTxpfUABSYw9KD3vj4BCxYuk5o5Jv61Xnv81+8fINXr99o/CyRLMRtnRAbF4+Y2MzV1zMMwzCMOXP+whUsWrpWLFMv0lHfD8Gv46aK9cl//YMO7ZqjaJFCRt5K8yAkJBQnTp5T2tlUrVLRoOMakj/61a+NHbsPiAzj1u370LljK4N9XlZGDnKolpOwsZbqOyngPXtb38coPt3blR5SvqZ69eoaPzt16pTIALq6agbUlLm9efOmeK78fF9fX2U5T5484v/nz5+Ln125ckUEUd7e3spzypYtKwI49XvoA8q6yjjY2737vTP4sdbWVmKSgkhITIBNolTn+z50+XtLlSolsvD0WppMoFIEyqCmrMMuUqSIeE7Xrl3FBEWhQoXQtGlTNG7cGB06dBDZdvU2yP9fvXpVyNPV21anjhSPycdI/ZqUf4P6Z5SJ/vXXX3H27Fm8fv1aXCsRERG4d+9eqq97375K+95nlTWD3mmzF+LytVsY0K87ChXI+97nb9m5H/OWSF++MkWKFMKIYV8iJCyCzbAYhmEYRk/QoOXbH35TBig9u3dE755dcer0RezYtU8ESl9/+wvm/TtV76YxlsiOnfsVc5zaNasiPDJGPAxJw4Z1RdBLrNu0A35+hpVUZ1XiExJgrTrHqU0RXRcl8tlkOIiSSFRqhQlbYZj07muKPju9gVRqgYuLi4vGz0gq3KBBA1FLmhI5AJOfb2tr+9b70evVP0trG/UV9NJ+o8+UJ+asbdLeLzZ9F2b486wSEhEaLBm/WcEKnp7uWt3/dDlW6mND92OaiCD5cEooq0vPy5s3rwhk9+/fLx6//fYbvv/+e5EhpkA4ZdCb2ralDHLlv40+X/082XSNfkbBLdUO0wTKP//8I7LNpCygGuGUruTaTHjQ9RYQFJbq77w8pQA+SwW95Nq8dtMutG/VGH16dNDqNW2a+6FGlQpvZ3rpQnR1houT/gvXGYZhGMYSWbFqIy5cvCqWs3l74acfhsLT0xV/jB2JI8f8ERYWjuP+p3HgwGHOEOqB4ydOKcutWvjB29PwUuNO7Zrjf2MmIDY2DocPn4C9nXWq/iuWzqvn1khMlLK8cpacgoGfP9DfMSJ5uRxIuLo6a5gm6QMKQihwSS1AU/+M5K4kTZXNklJDfr5sipXyd/QgY6s5c+YIiTNlewnK/gbLAaOeJspiU7g2qycnDIGNjRXs7ewQExuLRJDjdpxeewKnto/l4xIaGorw8PB3SpbJkKply5bi8euvv4oAdP369fj666/fek86RsePH9c4FseOHVOeQw+q7SaoDlx+HmXz5dZH9LPr168L2TXJ5GX5OhlgvXkjqXPV75/aOZMSG2vrNO9/6Z0qMXrQO3fxGtGft3WzBvh2yMdavy5XzmzioSY8Mhp3H7+Gna0N7O2M/qcxDMMwTJYnOCQUv46fpqz/+MNXyJlDGrgWLJAX//v+K4wYPU763S+T0LJZA3h6sjeHrlAwsnf/EWW9ZTO/TBnT0DFtULcm9uw/gqjoaBw6dFxI1hlNIiIj4eTooGQ3bW21k7SmBwrY5KA3JjoGjg7S5+kLHx8fURdKzsxUaylLXlMGIVTPOW/ePCGL/fHHH1GgQAHhGky1mZTNq1evnlZBb+/evcXryXyJ6n1JHk0mSVRXrE3gow2UMdSQNuvJXOx90OdQ0EvQ5zsmnRuGQP57SKpMLtokYaYaXAp8aUKBanrpnBwwYADmzp0r7iWUcaW637179yIkJETIytX7XP6fAuFq1aoJB2+qyb127RomT56sPIceNPFBkmeq/6WAltQo9HwKruXnkLya1mfOnInvvvtO1AXT/2kd6/cdI/p9Wve/6Fjt5f9Gc29WB7wkUW7ZtD6+//ozlkQxDMMwjIkxYdJMxUOjYoWy+KBnJ43ff9Kvh/g5Qc/7ZVxygMykn7PnL+P1G8nY07dCGeTOlSPTdmM7lYvzpq27M+1zs1q9tYy+M7BqybQsaaaASq4f1hfktExZP2pLRK1sqMVMauTKlUtk/+h/altEdblkRHT37l0hn9UWCpbI/IoCMwrCKAimIEvOHOqrhVTKOuvMgLLmJG0mYg1wrNIKBDdt2iSC3mHDhol6X3Jm3rx5s5jQIGgyg7L05LRNjtuTJ0/G7NmzhclVatC5QEZjq1evRoUKFcTkxJQpU956Hk2CkLSd5Mrk9vzFF19oHEcyKqP3oUkVyh5TAE6yan0ea12xioqJM6zHdhpQsEtBb4vG9TBq+EChvc8ocqa3VOFccHU23EwLwzAMw1gC167fRt3GnZQ6ud1bl6FaFd+3nnfu/GU0btVTkUzu2rI01ecx72fs79MxccpssfzdN4Pww3eDM223vXkTiBIVGojj7eLshNtXjsDJyTHTPt/UCQ+PwK7de+FTtBDy5ssPby9PvYxf05I4Uw0k4eriYtAMojkQFh4hWuUQzk5Oov90ZhEaGqZkmV2cnfma0RMkgScoO51lM71Uv0sBb66c2VG1Ujns3n8UO/ceVh4nz2g2Q2YYhmEYJnMhuSDJluWAt1f3DmkGspUqlsMn/Xoqr/v6u58VIyYmfezam9yft7mB+/OmJFs2L9StXU0sh0dEYt9BqaaPkdi+a7+SySPDIEMFvCmzyGrZLpOGw6+6VZGBMvBpoa7jlWXpjOlhlMLXazfviP9fvHyN3yYl9/6SqVShNKqnMKliGIZhGCbz2Lh5Fw4d8RfL1LN1zOiv3/n8USO+xKYtu/D8xStcvnIDs/9bgsED+2bS1poHtO9kw7Ac2bOJyYTMpnWLRjh4+IRYPnb8tFhnJFav24puHZsbVNqsljiTbFYySJJks4YMsrMyNMFGLYMIkjUbos76XdjakRxdIjYuTsPpmLHwoHf08EHiwTAMwzCMaco4R//8h7L+/bdfIGeO7O98jYe7Gyb8OhJ9P/tGrI//YwY6tG2O/Pmknp1M+rK8TRrVNUqQU6N6ZWX57PlLmf75pgpJv/fuP6oEvYbOJgoDH3s7JctLUmcyCGLeJlqV5TWEe/L7IJdoMpCKSwp4qb7Yjg11TQ6eMmIYhmEYRoMpM/7D4yfPxXKpEj74NEm6/D7at22GJn51FXnsiNHjec+mg527DyrLzZs0MMq+K1OqmFI/ev7iVZapJ7Fxyy5lX1BAam1t+EyeOrCOjmbZrFauzZksbZah1kUyLHE2TTjoZRiGYRhG4f6DR5j+93xl/fdxP4j6RW2gYGDShNFK0LR1+17s57pQrbNVB5L2FWWN/BrWNspZScfat3xpsRwZGYVrN24bZTtMjdXrtijLmSVdFRLnpM+KjcscZ+CsBvXGpcBXvm4yy7U5JerMLge9pgkHvQzDMAzDKPz9z2JFLkjyZOrdmh4KFyqAYV99pqxPmzmP964WHDtxWmTHiVo1Kgu5uLGoXKm8snz2HEucHz56iuP+Z8X+iI6Rgk850DIkUo9Su1RlvIy8T6KNnuWVA26ldVGSzJnRHdp/ZKKoz0kMDnoZhmEYhlHYs++wsqxru5yBn34ozK+IA4eO49KV67yH38OefUeU5WZGkjbLVFEFvWc46MXaDVuV/UGDcBqQP3z4MFMCG3WNKrs4p+LarHJLNkY9r3qCwlYj28vu9bqivr70WcduFCMrhmEYhmFMU9p8995DsVyoYH4UL1ZEp/dxc3XBRx90xfRZkkz67zmLMOuvcXrdVnPjzLnkdo0N66cvu65vOOjVZPXa5KA3X778YiAeFBSE4ODgTJHTym3DiCdGku+aIhQUyZJvCjpfPH9mMtvzTNR9c25R1/NdDnjz588PfcFHg2EYhmEYAbnTyjRuWCdDtYsDPuktJH/EmvVb8ez5S97LaUAGSRcvSdlwqocuXbKYUfcVSdS9vDzE8rXrt4WbtyVLm69evyWW8+XNjdo1q8DHxwceHh6Z1g/21as3uHX7nngEBARlymdmBV68eKXsl5CQMGNvjsjEy9vz8NETY29OlsXe3l5cX3Sdyd8h+oAzvQzDMAzDCPYeSA56M2qkRK2KOrZrLnqbktTv33nL8OMPQ3lPp8LNW/cQESnV81YoV1qvAz1doMmOKhXLY8/+IyJzdeHSNRHsWSJnziZn4BvUqymyd/QoXLhwpm3Dqzch+PhzqdSgcsVy2LdjZaZ9tinz+ddjlL7WZ45tg0/RQkbdHrpWun0wBG8CAsU1dOfKEXh7exp1m5hkONPLMAzDMIxwHD18xF/sCZJs1q9bI8N75YsBHynL8xattOiM4bs4d+GyslzRtyxMAbWZlSXX9Z5WBb1q2XdmUrd2NeTInk0snz1/GffuSyUIlgz1Lb567aZSTlGkcIFUn3fxXiwmrArH76vD8dfGcPy7PQKL90Vi7ZEobD0Zjf0XYnD8WgyeBSRLyHWFJkPq1akulkmee/iodD9lTAPO9DIMwzAMg1NnLiI0LFzsiepVffXiHkwBXJ1a1XD0+CkEBYVg2coN+LR/L97bKTh/4YqyXMlEgl51gGfJDs5nzyf/7VUqVzDKNlDmv32bpvhvwQqxvn7TTnwz5FNYMtdu3FHMoiqUL/NW/SwFnfN2RWLS2gjEa9npqVoJW3So5YiWVe3h6qRbXpDq8Tds3imWDx72R/u2zXV6H0b/cKaXYRiGYRjsO5DsHtyoYR297ZHBg5KzvX//s0jDlIeROKcKeitWMI2gl2S0lp7ppVrr80nyWaq1Llu6uNG2pVOHVsry2g3bYOlcuJh8zfhWkPpKy4REJODzmaH4fbUU8JI1gbUW9gSnbsZh1MIw1PomAN/8E4pDl2MQF58+h26SwMscPHIiXa9lDAtnehmGYRiGecvESl80b9IAxXwK4/ad+7h3/xG27zqANi0b8x5Xycrllk7OTk4oUVw3x2x9kyNHNhQskE8Y8tCDzJToZ5YEGVhFRkaJZd/ypWGn6pmb2dSsXgm5c+XA8xevcOXqTbx89Ro5c2SHpSLX8hK+5csoy1cexOHLWSF4/FpK7+b2ssa0gW6oWNQWlBiOiE5EVEwiImOASPo/OhGhkYkiwN1yMhpBYYmIjoVYpkcODyu0reGIjrUdUDK/rVYmcAXy58Wjx09x5+4D8T+tM8aHM70MwzAMY+G8eROoZLTIeMW3QvIgMqOQ7PDzz/oo6zNnL9Dbe5sD127cRnR0jJKxyowWODpJnM8n1x1bCmpZt7rG2Rio60WJY8fPwJIhczUZmpAgOfOKg1HoPj5ICXjrlbXDhh89UcnHThhL2dtZwdPVGrm9bVAktw3KFLRFleJ2aFjBHj/2csWRSd74+ws3NK1kD7uky/BVsCSTbjsmCD8uDkN8wrszv/Q5DevXUtZJ4syYBhz0MgzDMIyFs//QMTFoJPzq19J74NWjazvFxfS4/1kNR1xLR55sMCUTKxlLN7M6fVZVz2vkoJeoU6uqsnz0xGlYKiQ7v3z1hlh2cnJEvgKF8e3cMBGUxsRJcuav2jvj36/c4e2mfahjb2uFJpUcMPMLdxz50xs/9XaBb9Hk7C4F1SPmhr1X8tygXrIJ4CGWOJsMLG9mGIZhGAtHLW32a6A/abOMs7MT+n/UHZOmzBHrM+cswrw5k/T+OVmR8+fVJlbJdbTaEh6ViGuP4nD1QRyuPIwTy/QzGsA72EkDeXtbiCyXg5207OJohUa+9vDztYfNO4odLd3MSv03VzWSiZWa2jVVQe/x0xbd4isqKlosl6zQAD0mhOLWU8krwNvNCn9+6oY6ZTLWQ9nL1Rq9/ZzE49aTOAz+OxT3XsRjk380YuISxWfY2aZ+7aid7w8ePiEmFDPS85zRDxz0MgzDMIwFQwOy/QePKeuNMtifNy0+7dcTf82ch5iYWGzcsgsPHz1FwQJc66ZuV/Q+5+bYuEScvhWLqw/jcOVBvAhy77+IR1KSPl2sORKNvN7W6NHQEd3qOaaaESPZKMlqqf/omfOXLGrwTk7mJD0nsnl7oVDB/MbeJBQvVgQ5c2TDy1dvRLuegIAgi+wDe+GSpI6wdS+OFzmHIz4p4K1czBZTB7ght5d+lSrF89liyXce6PtnsAiud5yJQWx8KKYNcBOTSSmhWusypYqLmvAXL1/j+o07KF2qmF63iUk/LG9mGIZhGAuGBmZkjkPQQC1vnlwG+ZxcOXOgW+e2YpkcnGf/txiWDtXyyjJN6jXqU7RQms+lQLfdz0H46M8Q4UpLJjv3nmsGvC4OVqha3BbNq9jDr4Id6pSxE21YSKJZuoANiua2Qf7s1iIDTDwNSMDkdRGo920Ahv8Xigt3YxWZu3g/F2dlsB4YGIz7Dx7BktpIyfuCMt6mEOzTNqizvcdPnoUlIoJeazu4VxqF+EQpo9u/mRMWD/fQe8Ark8PDGou/9RDXEbH3fAwGzQgRplip0aB+sovzgcPHDbJNTPrgTC/DMAzDWDD7VNJmfbYqSg0ytFqyfJ1YXrx0LUYM+1wv/YCzKteu33pnr1GCjHPm7ozEtA0RiFV1e/J0sRJGPGUL2Yr/6VEopzWstejNQi1d1h+LxrL9UUKySZuw6US0eJQrZIvefo5oXd0BjvZWIuAjt2C5rrdI4YKwBEzJxEpN7ZpVlD6w1P+6dYtGsEQTK5cSfWHrJjmdD2jlhGGdXAz+uaSGWDTcA/2nhODS/TgcvhKLz/4Kwewv3eHsoHndNahbE7P+WaxInAd9+qHBt495N5zpZRiGYRgLZu8BVasiP8MGvWVKF1c+g+Sji5auhSWj7s+bmrT56Zt4fDQpGJPWSgEvxbMDWzlh/+9e8J/qjQXDPPBtFxcRoJIbrTYBL+HubI2Pmjhh+6+emP+1OxpXtFf6mF5+EIeRC8JQ/9sATFkfjpJlqlikmdXpc8lma1Urm07QW6d2NYt2cCap/ZUHCXD26SnWi+e1xpdtnTPt8z1crLFwmLuQUhMnrsei/5RghEVKjtEytWtVVQwBjx47Jcy3GOPCQS/DMAzDWCgREZE47n9GcUGtVSM5wDEUgwf2VZbn/LdY9Km1VDTqeStqBr2b/aNEm5STN6XBMsmSl37ngW86uSBfNhu9yG0pSK5T1h6zBrtj7wQvfNbSCV6u0vsGhSdi1tZIzDxZG26+38PGrahFmVmdPZd8bCpXNJ2gt3TJYvDy8hDLFy9fQ3BIKCyJazcfwrbE17CysgES4/HHx+6p1tUaElcna8wd6oGapaQ6gbO349B3cgiCw5MDX3c3V2WyhCb4LLHll6nBQS/DMAzDWCjkACv3iK1TsyocHR0M/pnUw7JM6RJi+fGT59i0dTcsldQyvSQ9HvZvKIb9G4bQSKlesGNtB2z6yVP0FDUUFEgP7+yCQxO98Xt/V5RKql2Mi7eCU4GWyNZgPm7Z9sH+CxEadb/myLPnL/Hk6XOxXKRwAZMyiyIJvDw5RVlP/5PnYElMXhcKWzep9r2Y0xkh7zcG5ID+zxB30QuYuHgvDh/9GYyA0OTAt37d5LpekjgzxoWDXoZhGIaxUPYeOKIs+xnItTkllKH8YkAfZV2ue7M0qOXKteuSO7C7u5uolT15I1Zkdzf7S+1YPJytMG2gG37v7yayS5kBtTXqWNsRG3/0FDLOhhWSA23bbFUwYHoE2vwUhNWHoxAda57B7xkTa1X0rn69xyyoX+/Z27E4fDe3WI4NvoVOVcONuj1U804qCWr/RVx9GI8+k4LxOlgKfBvU46DXlOCgl2EYhmEslP0HklsVNTawiZWaLh1bizYwxOmzF/H6dQAsjStXbyh1fpTl3XYqBh9OCsazAGnAXKu0HTaP8UTLqobPvqc1OVGrtD3+GeKB5jnXIvLBJiTGS8E4tW0ZtTAMfiMCMGtLBALDNOsZszqmamIlU6dWNYvr1xsZnYjv55OU2wqJCXEIPT8elX1LGXuzhLT6r0FuwjGduPkkHh9MDMaLoHhUq+ILZycn8fOTp8+LchLGeHDQyzAMwzAWyOMnz3Dj1l2xnC9vbpQs4ZNpn+3gYI+GqpYeR46dgiVLm/OXbIgR80JF+yE7W2BkNxdhMJXb2zDtV9KLX/WCCL30J17v7Qof++PI5ibVUL4OScSUDRFo+F0AflkWhoevVPbSWRiaiDHlTG/5siVFzah8HoWHR8DcIVO1+y+kyZXwWwuRGHFfKZMwNva2VpjymRva1pAmqO4+j8cHfwQjINwGtWpWFj+j/uQnLLTFlKnAQS/DMAzDWCD7Dmi2KsrsPqT16lRXlg8f9YelBr02zvlwNKApYuIkd+aZn7ujXzMnrZ2YMwM525kYE4zgq3Nx4A9v/NbHVfT9JSJjgCX7otDsh0B8NTtE9PvNqlCd7Lkk0yFbW1uUL2v8bGJKyBW4ZnUpmCK1wKkzF2DOnLoZi4V7o8RybNANRNxeilIlfTLFg0BbbG2s8MfHruhUW9qmBy8T0PuPYFSqltxSiut6jQsHvQzDMAxjgexV9efNTGmzTL06NZTlwxaa6bWyc4NH9QmIiJHMeEb3dEHDCpJM0pQoVDCfIke/duM2YqIj0K2+I7b94ok5X7qjeglp+xMSge2nY9B1XDB6/R6EAxclk7SsxM1bd4XbLlGuTEmTCqxS9uuVOXLcfK+fiOhEjJwvqSBsrBIQcmG8cG32LV8GpoaNtRXG9XVF9/qOYv3x6wRsfegHG5d8Yv0Am1kZFQ56GYZhGJOFXGLN3SnWGFB2SB6AkRusWmqcWRQtUhB58+RSAo3nL17BUqDavus378Oj6q+wdS0ofta3iSM+aCTV/5kapAKoImd7ExNx4eJVsUzZaD9feyz5zhOrf/BAy6rJ/X5P34rDZ3+F4MfFYYjJQoZXmiZWplfPa2n9ev9cG46HryRZc3mvi4gPvSeWTTHola+JXz50wYeNpMD3TZgNvOvMgI1rIVy8dA2BgUHG3kSLhYNehmEYxiQhiWGxsvVQo347nE8aZDP6gXpGBgeHiGUKZjw9pb6fmR1I1VVJnI8cOwlL4eLl63ApNwz22SqJ9cYV7TGimwtMGbWhU2r9en2L2mHaQHfsHuclBvxOSQnrFQejhLHP88CsUe9r6iZWMhUrlFFMks6cuyjcwM0N/+sxWLxPkjWXL2yL+Edrld/5VigNU4XubaTa+Li5dHys7L3hVWsarF2L4NBRy7nPmRoc9DIMwzAmB2WTvhs1Dm8CAkUWsGX7D7Fuw3Zjb5ZZSpv9GmROq6LUqFc7Oeg9dMRy6npnb4uEU4EWYtnb/g0mfeImpJGmjJzpTZkNTUmBHDb4Xy9XbPnZC6WTev2evxuHTr8GidpMU+e0ibcrkrGzs0P1ahXFMvXaVptvmQNvQhLw3bwwsUzmbhP6ueDCxctKUFmubEmYMrSN33VxxudtpMDX2sELXrWmYtM+qU0Zk/lw0MswDMOYpMmS2pwlMjIK/QcOx6/jpwmjGSZj7D+oalXkl/n1vDL166rqei0kA7LZPwrHHkuus/GRLzG48TO4OJp2wEtUrlhOq6BXHfyu+N4T7Ws5KE7PH/0ZjEV7Ik22ZIHuM1eu3lR6JxfzKQxTxlz79cbEJeLLWSFK+66vOzjDxToAr99Irc2KFysCVxfTVkbIge/QDi7o00Cqbbe298DhwNY4c8v0J3/MEQ56GSaTuHTlOj4Z9C1G/jgBL1+95v3OMGlAA+IJk/5W1nPlzK4s/zntH/TuNwQhoVIGgEk/QUHBSlaIBvbqDJ4xDJIKFpBMXu7dfyTaKJkzp2/F4vv50rmbEBeB4JPfo2FN085YyWTL5oXChQqIZTpOL16+vwbbycEKf/R3FVJPWxsgLh74bUW4yOBR31VT4+Lla0rvZAryqd7dlDHXfr1jl4eLmnCiRRV7IRO+cCm5xMW3vOlKm1Nj1Ad5YPNkibRi44K+k4Nw+HLWM3nL6pj21cwwZgDNHP88dgr8mnfHmvXbMOufxahauzVmzF6AmBi+6THMu7K82bN5w//wZnzSt4fy++0796N5m964d/8h7zwdoLYZcra8Yb2aoi2LMdFsXWS+2d4HL+Lx+cwQxMbRxE48Qs6OgZdDkOiRnFWoUqmcRl24ttmuPo2dsHCYB7K7Sxntjcej0WNCEB6ZWF9fdQbbmJNB2kKBOfW8Jk6ePm8WY4rlByKx/KBUx1syvw0m9HcT59CFi9eU5/hWME0Tq7Sg7a/v8wIhF/9EYmIComOtMHB6CHaeMb86bFOGg16GMfDgsrZfB0yZ/p8ye0xQlmr0mImo27gz9u4/wseAYdLI8n71RX94erhj0oT/YcofPykBGrVNadSyBw4ekRyIGe3Zq+rPa0xpsyUFvWTi9PHUYASFSdnNsMt/IealPyr5ls30/sgZQW3spI3EWU21EnZY9z9PVCyadA0/ikfn34Jw7JrpBGpZxcRKhtopVa3sq0ywZ3XDv5M3YvHrcqldlJerFWYNdoezg3R9aGZ6s1bQS9SuWRlRDzch5NxYWCEBsfHAV7NDsfaIFOAzhoeDXoYxAAEBQfj8q1Fo3/VjIdmT6dalLRrUS24NQgY9nXsOQI8+X+DuvQd8LIwETUg8fPTUZOvMLDnL2/+j7srv+vXpho2r5yr9QgMDg9Gp+2f4Z+5SPnZaQuc47WOZRkboz2tpQe+r4AR89GeI0nalYq67iHywIUtmrKq8x8H5feT2ssGSbz3Qs4HUziUoPBGfTQvBieumEfiePpu1Mr0p63qPZuF+vU/exIs6XpLAkxR++iB35M8uGaER1O5Hpny5Ushq1Koh9VWOfroHrs9mwt5W6ms9ckEYFu6JNPbmWQQc9DKMngeUq9dtQfV6bbFspTSoIagOasOq//DPjAni/8Xzpil1bMSOXQdQs0F7IYMOC5dmOZnMgXqDNmzeDRWqNcWwEb9y8GRiWV4XF+e3Bnj7dqxE2TJJRkDx8cLleeKU2Zm+vVmRu/ce4vGT54oZTIH8eY29SULeSz17iUePn+L+g8cwFwJCKeANxr3nkoy3U20HuAesUX5fqWJZZCUqlCsNGxspEDlz7rJO90t7Oyv8/KErfuvjKnr6xsQBg6aH4sJd45r7vHkTiPsPpEnq/PlyI3euHMgKaJhZZdF+vRHRiRg0IwSBSUqIUT1cUL2knfL7V6/e4MlT6b5VpHABof7JatD9liZyibtn12LqJzZwScpij10RjhmbI3j8YWA46GUYPUGZwq69BuLTz0coDoM0OBg6+GMc278eDevXEj8jKVvbVk3gf2gTRo34UumzFxMTK2TQ1eq00WkGndHtmFErnMtXboj1eYtWYsbshbwrTSDLmyN7No0sb0rzo52bl6Bt6ybKz6ZOn8sTRlrgf+pcqu2CjI05ZnsDw6SA9/ZTKeBtV8MBY/u64vzFK8pzKvkm18hmBZydnVCmdHGxTH2eaRJFV7rVd8RvH7mK5fDoRHwyNQTXHyWXARm3ntd0WxWlpFoVX6Xs48TJsxqlVFkBmjgZOT8U1x9J10n3+o7o1VBSAqgNxrKytFke+9WsUVn5m+MCLmDBMHd4OEuB718bIzB+VTgHvgaEg16G0QPh4RFo27kf9qjqc6lWa//OlRgz+hsxUEiJk5Mjvv16IE4e2YzOHVoqP3/2/KWQRjOG5fad+2jV4UMN+Tnx4y+TsGvPId79mQwNAsZPnKmsD0kly6uG2lUs/HeK0vImIjJSGFwx74bMbmTkHp8mF/Qey/pBb3B4AvpNDsaNx9JAvmVVe0zo74qwsDBx7yEok5gnd05kNbTt16sNXeo6iqweERyRiP5TkrPimU1WM7GSofGF3E4qNCwcly5fR1Zi9tZIbD8tydurFLfF/3q5vFXnrq5V9q2QtZyb1dRKCnqJ4/5n4FvUDktHeCCHh/T3LtgdhVELwxBPumdG73DQyzB6YOfug3jwUJLkuTg7YdwvI7Bn23IhBXsf+fPlwdzZk7BtwyKR3SKu37xjVhI/U+PqtVto1aGPIvP09vZE00b1lODr44HDcf0GN5DPTMjQTW6jI7K8fbq99zXUTqRnt/bKOrmjM+/m5KnkoLeGCQW9dVVZ5yNHT2bpbEdoRAL6TwnB1YdS8Na0kj0mfeIGWxtyoE0evFf0zVrSZn2YWaXGR02cMLSDs9LLt+/kYDx9k/mB75mk+09WMbFKs643C/Xr3Xs+GlM2RIjlPN7WmD7QHfa2bxu7qa+brJrpJWon1fUSx/3Piv9L5LPF8hGeyJ9dCsnWHInGP9u5xtcQcNDLMHpg7cbtyvLE8aPx+Wd9lLonbaldswratGqsrB84dIyPjQE4d/4yWnf6CC9fvVGyLVvXLcSiuVOV2X2aLe/50WBhSMZkfi3v+7K8alq3bCwcTGV5dGAgH7O0CAoOEa7X8sSC3HPVFKDrsETxomL56bMXGZLNGpOwqAR8Oi0El+5LElO/CnaYMsANdkkD+fMX1NLmrBn0qrOgdD/VB4NaO+HTFpIi6lmAJAsnA7DMvAedOX9JmUyr6Ju1AitNM6usEfRefRiH4f9KPasd7YG/v3BHdo/Uw5ILKhMrbZIJpgoZcLkmfbedu3BZOG4TBXPaYNkIDyXwnb4pQuwfRr9w0MswGSQ4JBS790pyWOqXR4NwXfFrUFtZ3neAg159Q3Kidl36C9dfOcu+bcNClC5VTMjNly6YrsgNSfb80adfIzbWuOYqloAuWV4ZdzdXNGtcXyzHxsZh09bdBtvOrM7pMxeUDCpJm02tVU692tWU5cNH/ZEVzXjIifjsHWmwWq+cnXCgVWeuzl3IuvW8MqVK+AhFk9xGJjo6487LdC4O7+ysuDo/eCnJw4PCMifwJQMr+XuhVMlionwiK1G9WiURrMvfc3IfblPl0v1YfDQpWNRyE+P7uqFsodT7hQcFBStKOjIYy55dMoPKilDtdbWqFZXvK/l7T3Y2J0UImbuRg/Xw/0IRHZt1FS+mCAe9DJNBtm7fK0yoiCaN6sHD3U3n96L6RPmL6+AR/yxnSGHK7D94DJ16fCayuIRP0ULYvnERihYppJFtWrZgupI5JEOd70ePN9o2WwIZyfLKdO7YSllmiXPa+KukzTWrVYKpIddnE4eOZK263sjoRAycHoLTt6R7du3Sdpj5ubtwKlajDnqzWjZRhlRMlZJqSCngVfdPzWjg+1NvF7SrKd1/bz6h3sYhIntuaNTBR9XKWUvaLE/++ZaXMqBBQSG4ev0WTJVzd2JFCy+q4SaGdXJG6+rSMU+NCyoTqwpZWNqcVl2vmsrF7PBpS2lCiQzw/lzH3Tz0CQe9DJNB1m1IljZ3bp9sSKULZMNftXIFxRlTPUBidGfbzn3o/uHnipSoTKniIsObWrsWGsz9PXWssj534Ur8N385734TzPLKUKbXzVXKzBw5dkqYwTFZx8Qq1breY1mnrlduS3TiujT5WaOkHWYNdoejvWbAS9J7uSUOtWnKmSM7sio1qydPmvifTHYEzyjW1laY0M8VTSrZi3WSiQ/8y/CBb1Y1sVJTp1ayUuLoMdOUOJ+6GYv+k0MQFild2993c8GAVu+e5Lx4Ue3cnHWlzSn79arretV82c4ZpQvYKMZWx6+ZRg9rc4CDXobJYF+/A4dPiGVqPdS8aYMM709NifNRPj4ZhLK1H/YfqmTjK1Yoiy3rFiBXzrR7MHbq0FI4a8uMGD0eB49Ix5kxrSwvQdJ0uayA3nP9ph18mFJAqhHZqMfe3s4kzWCyZfNCmdJS/2Wqub9x8w5MnYcv49FjQhDO35UyvFWL22L2l+5wSuq/mVZdYlY1sZKpUS05W3VC1QZLH5Dh19TP3FCnjNSn9eTNOHT6NQiXk+qkDcGZs6qgN2niOatRu1ZyMHXMBM2sjl6NwcdTkyXNP/ZyQf9mb3e2SIlaSUDf31kdSmzY2UlS7lOnz7+l6KNyiImfuME+Se39/fwwhESYtlw9q8BBL8NkgM3bdis3rJbNG+o0YE9Jo4a1NSS5TMaY/vd8xMfHK9mJjWvmCrfm9zHy2y+UPrD0+o8++Rp37z3gw2HALO/HafTl1YYuKonzWnZxfosr124hLDxCGTjKEn5TIyv1671wNxbdxgfh/gtpQNq8ij3mfe0BF8fUa6XJuCarm1jJVKvqq9SEU6ZX31l5koXP/MIdNUtJgS/t4+7jgzBvVyQS9NzOJSYmRukDS5PXVLOcVZ2B5WNy7MQZk1JKHLwUgwF/hSAqhmTswK99XPFBo/cHvCkni3wrmN5knS6TtHI9P92TU2sxRY7O33RyUYzdfl3OMmd9wEEvw2SAtSppc6cOyYPujEDSKqrPIU6duSiMshjd+yfLGVrKbq1cMkvrmmuqrZ7913iUK1tSqZPq0WeweE9G/1nerwb3T7WftbY0qFcT2by9FKnivftZ0/3XUJxUZeOqJxmpmCJZJejddz4aH04KRkCoFFh81MQRUwe4vSVpVnPufNZ3blaX4pQuWUwsv34TYBC3bWcHK8z72h2D2zoJc5/YeGDCqnB8+lcIXuvR2Zla2MlmXL6+ZYTZUFbE09MDZctISolXr9/g5q27MAX2nIvG5zNDEBMHcRxJvt69vmRY9j7Ig0Pua50rZ3bhu2EOULcOmWMp6npl+jZxFKUSxMbj0dh5JjrTts9c4aCXYXTk+YtXon6QoCC1iV9dvexL+sKtl2ToQhlGUx74mToU8MqDmfp1aqTbZIwy98sWzFD6J9MgYuWazQbZVkvj2vXbKWp5dc/yEnZ2dujQtlmqE1KM6dfzytStVVXJVh05fsokXWiXH4jE5zNDRdaKGNnNBaN6uMKGRvTvQMPEygxkmjVUdb0nTr5dm6gvqfOQ9i5Y/K0HcntJQ9bDl2PR7udAHL0So38Tq0pZU9osU7umabUu2n46GkNmhyI2DrCxBv781A0da2sX8BKXr1xXMtamWJJhqLpepb69vytcnaT7yv8Wh+FlkOndD7MSHPQyjI5s2LxTuRlTPSG1K9IXjVR1vfu5rldndu4+qCy3aNZQp/coWCAvJo0fpaxv2b5H9w1iFLbv2q8sd+/SNkNZXpnOHVsryyxxTtu5uYYJB72UraJelgT1yTYlF1qS1U5aG46floSDFLZUczdtoBv6aVGX+OrVGzx6/FQsFyyQT9QvZ3VqqBzA/fVc15uSaiXssOknTzRNMrh6HZKIflNCMHFNOGLiEvUW9GZVEyuZOqoMonqiyxhsOB6Fr+eEivY7djbStfIul+b39uetkPVNrNQTRvLk3gn/s2lK0fNls8H/ekoy56CwRPywINSkZOtZDQ56GUZH1m9UuTZ3yJhr87vqevdxXa9OUIZIHfQ2a6K7yRi9lmq95FYqQcEhOr8XI7Fj1wFlV7Rs7qeX3UI12+SKS1y7cRtXrt3k3U01Yc9f4uGjJ2JfFC5U4J0mbqZAPZWLs6koXSiw+m5uGP7ZHinWPZytsGCYB1pW1W4Qv2f/EWW5WpWsnU00tINzWni6WmPG5274+QMXOEiqT/y7IxI9JwTj9lPdTa7UmTaqVc7KqE241I7UmUlcfCJ+Xx0urhd5cmjGF+5oVjn9PgIXLiabWJlTppfKA8qULq6UB9y6fS/N53ao5YBmlaXJnkOXY7HykNSFgkk/HPQyjA48fPRUyZyQKRLVE+qTIoULisEpce/+I65P1IGLl64JCTpBjrCUsc2I8UTjRnXEMhmX7dpzSOf3YsiZ97WSXfH0dNdb5pHqsDup2oZxtjeVel4TzvKaal0vtST6eEoINvlLNXX5slljxUgPVC2eFHlpwfad+zOsOjE1ChXML+osiRu37oqWTIaGsmM9Gzph7WhPFM9ro7Q1avVjEHr/EYT1x6JEz2RtefrsBR48fKxk4OVJs6wKbb9c90qBVFBQcKZ+/puQBPSfEoK5O6XJIRcHK+Fm7ldBNyWchomVGQW9svFYWv16U57zv3zoiuzuUmZ4/MpwPHghmXMy6YODXjNk0tQ5aNKqp0nUc5grG1QtUdq1birqCfWNhsT54HG9v7+5s0OV5W2ph0Fmm5aSkzOxdfveDL+fJbNz9yFFokVZdH0ax3RWuzhv2M5SMMrCqWSONUzYxEqmVs0qYgKDoO8x2X3dGFy8F4uOvwbB/4bU8qxsQRus+sETPnm0P2ejoqKFUzlhY2ODpo3qwRygwXjN6pVTldAbGnK3XTPKEz0bJNeHnroZhxHzwlBneAB+XBwmjt37pKDqYENdZ5mVj4k623v2fLJjeGa4mdO1IverLpLbBqtHeaBuWd0C3sjIKKVtmZeXBwrkzwNzQn2+HTvx7pp4bzdrjO0reZJExgAj5rPMWRc46DUztu7Yh98m/CWyKB8PHC5uGoz+WauSNqszS/rET9266BC3LsqIfFYf/ZObN6mvBGd79h3maysD7NitkjY31W/Wy7d8aRTzKSyWKYOjrtezVE6qgpGskOklw7mKSa1JgoNDcOnKDaNsx+rDUej5e7BoGUJQPemS7zyRwyN9Q6cjx04iPELKfNWpVVXULZsLmWFmlRbUC/nnD12x8SdPfNjIUUjOibDIRKw4GIUuY4PRbkwQFu6JFNn61Dh+IjnorV0zOYA3BNFxcTh27w5iUvRl1TdVKyfXJWfW/Y8kt73+CMbzQGk/kxx37SgPFMur+4QmybPlCS8yfpNrYM0FmtzTJtMrQ9nybvUlifjZ23HYdVY/Rm6WBAe9ZgS1UhkxapyyTtLOuQtXGHWbzBGyz5frTEjaRYMYQ0n8KCtAHDzs/1YDc+bdNYznL0pOqdmzeevFnIQGqnVrVxPLNIA9cJiz77pAWa/9B6RJHJpEaOQnycb1BQ2MuqgMrdZYeM9emvi8cEm6X7m5uqBMKamOzNSpn+RgbwyJc0xsIv63KAyjFoYJ11kyZR7e2VnUk6bVg1dbabO+6tdNhZqZaGaVFqUL2OJ/vVxx5E9vTP7UDbVKJyuvbjyJx9gV4ag7PAAfTgzGv9sjcONxnJIBPqaq5zVkpjciJgYd/p2JVrP/Qr1pf+DI3dsG+6wqKgfqM2cNW9cbHSuZK9H1or5Wpg9yg6tTxkIMuTsGYahxljHJkzunUsZGnguPnzx772uGdXKBW5KbM5nqxWbQxM3S4KDXjPhj8qy3Lpqp0+dyX1E9s06V5e3QroUSmBrC6ECesQ0JCc1UmVJWZ9eeZGlz08b19HaM2rRsrCxv2cYSZ104dMQfEZFS1osmEdLbRkobuqgkzlSKYEx5rLGhyZ9YGo1SBqiKr96uhfiEBNx69cJg8nGNut4j/sgsngXEi4yVbBbj6WqFuUPd8VlLZ50yTbR/tqtN28yknleGnLZlkz/6jpJbxBkDBzsrtKnhgIXDPLB3vBe+aOOktDkiB2GSqE9cG4G2Y4LQ4LtAfPfvG9wJzAUrW2cxOVq8WBGDbBdldj9aMg/H70t9c2+8fIE2c6Zj0KqleB0WpvfPq1SxnHKuUqbXUNfo0zfxQgmx5ki0cq3M+0b3ayU1hYSMPOFsbtSqUTld2V4vV2sMaCVdbw9eJrCpVTrhoNdMoObqM+csUtYL5M+ruML9O2+ZEbfM/Fi/cYfBXJtT4tcgOQu2Lyk7xqSvnreFFtLmSft2oejPP2DImhW49jzt2dZWLRpptNzh7HvGZOeGMvQhebNvkjz2xcvXGhkDS0PtqltdT/W8NIjvOm8Oqk0ah05zZ+FxUCAMIZuVywloMJgZ15r/9RhRk3jxXpxSv7v+f56oo2NNomzEQ2ZJBGXZ5cyOuUB+FpUrlRPLFPDKqgJjUyCHDb7q4IL9v3vhv6Hu6FrPAbmSAmCCZLgb/BPhUfU3ZG+2GR41p+DnpeEYvzIMk9eFY+bmCPy3IwKL90Vi1aEobDwehb3no8WkSHqCSJocGrhyCXbfuAZrKytM7tgVLctI+2v5mZOoOmksFp08rtd+1KToKF2ymFh+ExCoGHXpC/r7t56MFtfK5fvStVKusC02/M8TtUvb600RdOrMBcVIsnJFaZ+ZGxoS5/fU9cr0aZw8mTNjcwTCIrl3r7Zw0GsG0M1y2Pe/KIOCnt3a468/f1Z+P+3veQgJ1f9soqVOLlArFCJ/vjyoVsWw7Q3UrYv2Hzxq0M8yJznnwUMnxLKdnS38Gr5bPrv96mX8tnMrAiLCsejUcdSaMgGd/puFPTeuvTW4yZsnF6ommYRQD9G0msozqUP7U13P20LP9bxqunRIzvZassRZw8RKD/W89H1DGap9t66L9f23bqD25AlYetpfrxklVxcXVEkKpkLDwnFe1bpE39B2z9sVib6TQxAQKv0NnWo7YPn3nqJPZkbYtmOf2UqbjdW6KD3YWFuhfjl7jP3IDYf+8MLmMZ74trMzapS0gxWkYMHK2hahVoWx7EAU5u+OwuxtkZi2MQJ/rInAr8vCMXpRGL6dG4ZBM0JFhrje8EB8MTME/2yPwMkbsQiPSkzzvBq+YTXWXZT2yfQuPdG/Zl0s/+hTLO3zCfJ7eCIoMgJD1q5Ay9l/4cozqY+zPlCbWemzrpdaQ330Zwi+/icUgWHS300TCstHeCBvBq+VlPW8smqAJuvs7fUTTGdVB2c1jvZWGNrBWSzT/eq/JKds5v1w0GsGLFu5URl8U/uPX38cjob1aykzSIGBwZj972Ijb6V5sG5j8uC5U/sWBjdWoNlN9yT55+mzl7g/rBZQ/Z8sn61Tqxrc3VzTfO6DgDdiAE80KFYCNQpJ8jYa0HeZNxu1Jk/AQv9jiIyNSV3izC7OGcx65Yeh6Ni+hbK8ccsuo8oujQUNumUTq5Surrq+38gt67H2gvR9M7xRMxTNlh0h0VH4YvUy9Fj4L56HBBuodZFhJM6vgxNEMDNhVTjiEwA7G4g+sOP7uYrBZUYhRYi5B701qiVLNE8Yqa5XG+gaKJnfFp+2dMbibz1Q4MX3CDo9GpEPNiOXe5yo16bj/z5eBidg97kYTFobgQ8mBqPKl2/QdkygqGvdcTpaqbP8decWzPeXFFrj2nRE76rJdeqty5bHiWE/YEiDRrCxtob/g3uo/9dE/LhtI8JjJLmwKZlZhUUliGuk3c/J7sxkHDa+r6uYUCBpuT6xBGkz4VO0EHJkzyaWKaFCk+na0L6WA0rml05WmrB7EaTfEp6FS1aLsVRMjHl9b3LQm8WhC+THXycp62NGfY3s2b3FzX3Ud18qP58xe2Gm92szN2jARy1QZDqpMkmGguR9DepJX5RUl2gKPStNnZ27tXNtJolm/2ULxUw7DdwXf/gxdn4+FHsHf4POvpXFQOT6y+f4at1KlBs/RmSDX4WForUq6KXWRYaqlzJHMkPaLENKDHnij2ri9yS1jLEk7t57KOSNROlSxTNcPz3lwB7MOSr1qP6lVTuMbt4aR4aOwIA69cXPdl67gpqTJ2DN+TN6uS7q1UkOEgwhUd95JhqtfwrEvgvSwC6npzWWfOch+sDqY0Lz0eOnuHRZyojnzJHNbCWa1ar6KvuLMr1Z4Z4oDN7On0HM88NIvPs39v+RHedmZMOVOdlx7Z9sOD8zG/yneuPQRC/sHuuFLT97Yv437vi6ozMaV7RHNrfk8yMhEbjxOF7UVw6ZHQq/7wPRY9YOTN6/R/z+28bN8Xm9t+93rg4O+KVVexwcMlxMuJIU+q+D+9D872mIzaAPgXqCKyNmVnQst/hHo8XoIBFcUW20nN3dOdYLnesmt4zSJ+rr3ZyDXrpu1HW9J06d1VrB8F0XF7EcFQP8tTFCr6a43/4wFm0790PZyk3MyhODg94szk+/TVZmhkhq26d3F40bheyASYO+GXMWGm07zYHzF67g3v1HyuwctUbJDBqp6npl11sm7S/onXu0q+f9cdsmnHn0AA62tljwQT+4O0pf3lUKFMLcXh/hwogf8VWDxnB3dMKb8HBR99ty1l8oXKQgShYvKp5LxnGUvWRMM+ulljivtUCJs9pNV+2yqwtUd/jLji1ieXA9PwxpIE3+ONvb4/d2nbH5s8Eo6OUtJpE+Wb4IHy2Zn2GTHvpOoxIF4oT/WcTGShmmjBIakYDv5obiy1nJEk0KZDb+6IlKPnYGm+SRew+bG2S6KNeQko8ITbaYOpT9lA3eqI2Xulc4BRTODlbCNCi3lw0K5bIRfYHrlLHHoNbOmDXYHccme2PfBC9M+cwNfZs4opKPLeyT3uJB5BnsuC9NkJfxqInWPsk93lOjXJ582D5wCP7q3AP2Nja4/OyJaG2UEeh4uDhLhkcXL1/TKWN360kc+kwKwTf/huJlkCQFL1fIFqt/8BDZXeodawhIlSPX8zo6OqByxYx3XzC3ul6iblk71E5yKl97JFocL31w9PhpxMRI91pqHWcos1ZjYJ53YAuBeuItXrZWLNNJOfmPH9/6Uh01IjnbO/ufxXjzRv+GI5bCOpWBFUknM6tnnF+D5LrefQc56H0Xl6/ewOMnz8UyBaZFChdM9XmbLl/A7KNScEwD9gp535bZ5vf0ws+t2uHqDz/jj/adRXB8+/VLHL5zC21aJQ9itmyXZvOZd0OyZrnVF8m59NFG6n20b9NM+cKmgDssPNxig96M9OfddvUShq5bKZa7VaoqsrwpqedTHEe/HoF+NWor11jNyeOx67rUOkwXnJ2dhOO03Cbs3AXd30vm+LUYtBkThA3HJQkpSVon9HPF31+4IZu7fodEliBtNoV+vbqgrp/UpVURff/nz26D1tUd8EMPV6wc6YkTU73RtvEdhLpKk0MO0eXw6m4TdBsfgs6/0TkXJdphpQaN3fpUrwW/4iWVay4j0H2vom+ywdjldPS6vvkkDmOWhAkpMzley1LmXz50wepRHvAtqr+JobTqecnISq7ndXAwz3re1M4/bet65XPwu64uitqAWhjpg70Hkv1j9N1S0GKD3kUrNmD0b1PR9aOvUKd5T3TukxycMe+HZry/GfGrsj7gk94oX7bUW8+rUa0SmvjVFcth4RH46+95vHt1NG9ZvylZ2ty5veGlzTJU91i0iBS83X/wCPfum/4surHYqXZtTkM+e+/NawxeJTmad61YBR9Vr/XO9yQJ2me166NZKckNeP3Fcxp1vVu5dVG6j02zJvUzJetFpR5+9WspcsZduyVprqUg1/NmxMTq+L076L90IRISE9G0ZGnM7NorzWPn5uCIKZ26Y23/gcjr7oHX4WHos3g+giJ0l97Vq62u69W9vCMqJhFjV4QJE55nAVLWisyMSLbaqY6j3icxyTxS3l5yn21QtybMGRprGLtfb3o4boD+vCcf3sSiS9LkUPX8pdHBp4twbCYu3Y/Dd3PDUP+7AFH7u+dcdKoGWK3KSJOB265ezrBMPD11vZHRiVh3NArdxwehzU9BwtSLatxp87vVl6TMPRo4iSy4obGUel6Z8mVLCsdtggz7SF6sLWUK2qJdTQexvP9irHCgzyj7VcmVRqqkizlgtKB3zvyVOHP+CvLmyakcbEZ7Zv+3FFev3VQcZUd+OzjN5/7wXfLv/p23HC9fveZdnU5Onj6vZBDJgKd0KUnKlVmobzzcukg7OWHzVJyBo2Jj0XfpfGG8UzxHTjFA13aw27GCNKjbfPkiypYrhfz5civmE3fuPkjH0bRMtu80TtarXZumyvKxE6dhKQQFhyhO85RZ16VVztXnT4U5VVRcLKoWKCTKAOy0kLo1Llkax775HjlcXcVr99zUvQRAPejVta730v1Y0V5l4R6p9y7JUL/v5oKFw9wz7M6cFvv2H1Xks2QsSVlrc6Zm9com6+CcEup0cSrJ1Zzk8/pQnbwIDcGHi+eKWtzaRXywcWB/zPnSS/QL/qS5k8iUym67VPv7+cxQVP/qDT76M1jUyt55FieC3BZlpB67jwIDcDmDbs4aDs7nUs8cX3sUhzFLw1BneAC+nx+Gc3eSJbLVS9hi1UgP/NbHcFLmtOS1MmRGae5QVl6eNKJz8/S59BmPUZ15UhUIfl8TgQRK+2bAh+DmLamfNI1xSiSVcpkLRgt6Vy2Yiu1r/sW0CaOQPZuXsTYjS0J1hBMmzlDWx/8y4p0TB5UrlVcGmeRqO3XG3EzZTnNi/aadynInA/fmTQ112x2WOKcOTeaQLEp2Ma9e9e12UqO3bsCFJ4/hZGeHBb37iSyutjQrVRaOtnaiZvHQnVto1ULl4ryNJc7vgmauDx6R2kiRVE3Ovmb6YFzVvsfcOZ1UEydLm9ObyXwYGIDOc2cjODISJXLkwqp+A+Bir/314unkLK4ZuS2YrqjljRRMpac28U1IAkYvCkWXscG480wyYymT1Hu3fzMnWBswa7XNgqTNRKGC+ZA7Vw6xfOPWXa1daI0BmYuR8o0gczHKxGeULZcvIjwmRrQhopZETnbSOUsSaJKgHprojd/6uIpA0jZpniU2nuT2scIVueX/gtB4ZCBmb7JGce8CepE4y+31iDOqTO+r4ATRe7jL2CC0/zkIy/ZHISxSCpQ8Xa3Qr6kjtv/qiSXfeRpcypwSkmJTkkGu582MMpisXNdL0MQd9e4lqG/y9tO6Z3v3qaXNDetkWhmf2Qe9+fLkMtZHZ3m+/98EUd9ENG1UD+3aNHvva9TZ3nkLV+LZ85cG3UZzQ12jpJa2ZhbUukOuTTx8xF9vhi7mxK49hxU5WLPG9TWMSYh1F87iv+OSg+/E9l1QNk/edL0/BchpSZy5ddG7OXD4hNIyqH6dGnBxkXoMZgbFfArDy8tDLF+5elP0fLUE/FXS5vSaWEXExKDz3Fl4FhIsZMprPx4Ib5f0K7JalJaC3t03runsRksD36qVfZVJ27Pn3x9Ax8QlYu7OCDQdFYhVh6JBtwWKbwe1dsKqHzxRPJ/mvUHfULZmV5KhHg0a32WoZy7Q36khcT5tutneYxms500NeWKnfYWK8HB6O6vv5GCFbvUdRSDpP8Ub0we5oUtdB+T0SB6GP36dgKX7o/DkoaQkm77nvJDk7zobjYBQSZKfHkgFSA8rWxc8Cs+H0QveoPWPgagzLED0Hr54LzmrW7OUHSZ/5oYjE70xsrsrfPIY9hpJi7PnL4lSFNnIjq5/S0DXul6Zga2S1QST14eLe6Au7N2fHPQ2ViVbzAU2sspi7N57WMkq0c1g4vhRWs3EUL0vmboQZBAwedo/Bt9Wc4H2Fw2WCer5agy5B32unLmkWjE5o8kks3NP2q2Kbr96iSFrVojlXlWq44NqutXXyRLnLVcuompVXyWYIqdJnkgyPWkzQfWn1atUVGrzz1rItZMREys6v2+9egk3Bwes+XggCnh567QNfsVLCQO4kKhIHL8vSeYy3q837bpemvSiWkka2P++OkLJXtGAfv2Pnvi6owvsbQ2fuThx8hyCgkKUgXvOHNlhCajNrExZ4qzvet7Q6CgcuiONEVom1eS+CzdnazSv4oBxfd1weJIXNohz0xlVituKyRmH2BLieWGJzzBv3wsM/jsUNb8OEOc1SZGphdDRKzE4eSMWZ2/HCvn+9UdxQiL98GU8ngXEC8O2yevC4VB5MrI33wzPauOx6kgibj1NnnzydrPCpy2csGusFxYN90Cb6g6w13O/3fRiadJmGVIc2NtLWfVTpy+kO7Hh4WKNQW2kyeRHrxKw4oA0cZDeybqDR/yV780G9czPh8A4Uzl64MXLN3j1+o3GzxKtrAFbJ8TGxSMmqZbG3Ji3SDJJIIYO/gR58+bR+m8dNnQANm3dLQYGC5euwaABH4lelsy7OXfxirgZEL6+ZRFH7g70yGTq162pfFnv3ncElSslS5csHcoiyrXOlBGnfSVfF9FxceizZB7CYqJRKmdujGvdUef7Q8NiJYQ0miSfB27fQrPGDbByzSbxu83b9qDvh930+FeZBxRoqttINfKrm+n3Z6ptk7fh2IkzqFWzKswZUReWJGekgVTpUiXStc83XZKk0R3KV0KxbDl1Pl721jaoW7QY9t68jq2XL6JmwSIZlqgfOuKPrwZ/8tZzbj6Jxx+rI3HiRvK25s9ujeGdHdHY104Y8mTWeUf3ArVpm7mOR1JSRfWdRN9Vpvh30/jnRFImjRIGVP6V0e3cdfUKYuLj4eXkjMp5C6T7/YrloYc9Pm5mj+DwBJy55YxBm7MhMPoNYuxvwilKCv4oYKUHyZG1xio/5DDWCgkoW8gONUrZomZJW1Qtbgs7MQmUaDLH6pBqUouue1PZLkNjbWODSr7lxGQlKVrOnLsszs300K2uLRbvtcaTNwmYsTkCravbws1J+0mMU2cuIDhYmqyrVLEcnF1cssD+t7KMoHfLzv2Yt0Rq1yNTpEghjBj2JULCIhQpnTkhbtZJs6d0s+7cqR0CgrTvg5gzV260atEEW7fvFj24xk/8G7+OGWHALTYPjhxLlpqUKlk8Xftcn1SunJyt2bPvCD79uI9RtsMUOXLMX3E8pAAnPtFaOU7br1/G1efP4GRrhz9bd0FURIx46EqDIiWw4+YVrDp7Gk3r1VaC3o1bdqNd28xz9c4qXLh4Ba9eSROUZUqXhKOTS6ZfQyVLSZkT4tiJs+hnpGs4syCTw4ikEhja5xFRseKhDWT2tveGZDxVr2CxDB+rugV9RNBL8s+htRrpVCNWpGgRUdcr1/s9fxkAe3t7xRhowd4EbDqZKNp2EM4OQB8/a3SpYwV72xgEBsdk6ve0WtlQs2Z1o31nZDZ58+UX9bEkT6X2UurjZCrcvfsAr5NaN5Yo7qPxXaErmy5Kk0T1ixRHSKh03WWEioWBjuVLYt7pYyhT6iYG+tbA+XuJuHAvETeepG/OPadbFO5f3IaY12dQrYQt/h44FgBle+MRGia1BTIVYmJjcTJJoULnDV33lnLtEL5JQS+x9+BxFC6S/knC/k2AX1cCQeGJGLUgBD/1sNb6nrttZ7JarmaNqlli33t5ullG0NumuR9qVKnwdqaXpKCuznBxMq0brT64fec+AgMlc4gypUugUAHJPTY9jBoxGNt37pVa8Gzchu++GYBCBd/uUcokc/OW5IBK1KpRCd6erkbZPfXrVIWHhxuCg0Nx6fI1WCNBGDYxwIkTya6urZr7aRyjA/dvKtLkaj66ZZrUdK1cRQS9++5cx8ShI+Hs5IiIyCj4nzwLG6sEeHjwMVFz/HjyzH2rFprHJrNoULeaUADEx8fjwqUr8HR3zpSWScbixg3pnCdq1aicrn2+/dplRMbFihr2lhXKC3lyRuhYqTJ+3rMVD4MC8CY2AiVy6uLn4SpkwuTeTIHvvbv3ULxMJczfHY2VB6Mhx/M0tutYyx5D2jkiu6pWMjO5cfMOHj56IpbJMbtaZcmN15JkmiRRJcOxR48eieNmSmy9fl1ZrlOrSobvR3Hx8Th075ZYblfBV2/3tw4VK4mg9+zTB6j3kR1a15TqhCOiEnHzaTyiYxKFERYl4mLjExGnWqb/3Z2tRJDrbGePYmWmizHftRhPeHm4mOz5SAGf3J+XTLjy5MoGS6Jxw9r457/FYvnAwaP4duhn6X6PrvUTse1MGM7cjse+i4koV9gOn7XUzqjN/2RygqdlswZGG+umh/RWLmfZoDdXzmzioSY8Mhp3H7+Gna0N7GX/bjPi9NlkN87aNSrr9DeWKVUM3bu0xfJVG4UEbvHSNfjlx+F63lLz4sLFq8py9Sq+xju37GzRsF4tbNyyS3yBHT9xCu3bNoelQ5kVqnWXIYMp+RhR1kpul0IGI/o4di3LlhcDiZCoKJx9/gSNG9XF5q17xPVE/e26dW6T4c8wJ3btTe6N26ZFI6NcP/Z2bqhQrpTIPoWEhIpsT5nSxWGunFW1vKhds0q69vmO61fE/81LlYWbHlxtC2fPjgp58+Pi08fYc+sayuXLp9P71K9bQwS91g7emLY5DreXhyBKlcClAf6oHq6ib6Ux2bPvkMYkj0NSnZ6lQJMscl3m2bMXUUflSmtqvavr1qqW4fvRqUf3ERgZAXsbGzQrU1Zv97c6PsWQ3cVV9Lo+eOcWOleUJP50OlUvmZ5zyh6lShYT6o+AwCA8efIURYsUgikiZ3nlOn5zHMe/i0YNasHb21M4n1NLradPn6NwofQnpaYP8kCn34LwPDAB0zdHoUxBOzSq+G5DsKCgYMXvwt3dDTWrVXzLDNQUiaaZn3RgvlPdZsgJlflCzRrJNU7pZfCgvsrykhXrlZk15m3INOrW7XtiOWeObMiXN/3ZdX3SqGFyv16q62WA6zfu4MHDx2JX+BQtJNx6Zfbdui7aSJAhT8PiJfWyu5zt7RVXWsnFuYnyO25dpMmDh0+UfuJ5cueEbwXJ/doYVFc5y540YWdZfSCXwRCpte56V9ZqxzXJhbZtOf15BsjXi/zeulC+Uk24lv4c2Rotx+WAkkrAW7GoLeYOdceSbz2MHvAS21USwZbNzL9VUUpqVEsem5xQBTGmgtoZV90mRlfktkL1fIrDzSHjk0QyNtbWaJ503WS8dVFybejps6Zr5Kfuw63uz20p2NnZoUOb5ETGuo3bdXofUrnMGuwOR3tKCgDD/g3DrSfvrs09ePiESKYQDevVzBIBry5w0JtF2+aojT3SS9nSJVAzyWWRZpQoc8ikzvkLV5Q2OGQqkFFZUFhUAkIjEpT3TC9NGtVTlvfsS27RY8ns3J08yGzRtKHG7zZfljJeNHjIqExTTQdf6frZduUSGjasrXxBUK213G6BAXbsUh2bZg2NKqurUbViqu18zI2nz17g0eOnirw2V06pd6o2HL13B4EREeJaaVJSfxMUrZIcbU8+uI/XYemrE6OeouNXhmHEqgJw9ukOKxspsKhQ2FoEuytHeqBeOXuTkGxSr3AygyGo9ET+nrUkqlX1VY4FOTib0nfUk6fPNaTnNBGXEehv25bUqkg+x/WJ/J67r19FTJKZZkb79coGd6YGuRXLjt9Uv29qsvjMokun1srymnVbdX6fsoVsMb6vVO8aHp2IQTNCEBSWdjH4voOSESjR2M/8WhXJGC2U37HnMJ6/fCWWg4JDEBcXjwXL1on13DlzoEWT5ME9Q27Vr3D33kOxKwrkz5vhjGP/j3oo2YB5C1cIyTPzNur2JlSrlF5i48h8Ig5HrsTgyBVqLRAnZt5oBo768+XwtBb/5/S0Rg5a97BGwRw2qORjC2vqXZACOu5Uz03Zs+cvXuHSleuoUK60RR+6HbtTb1VEfUHl3olty+r3C7RpydJwsbdHSHQUzr58JmalDxw6LlwX9x86hlbNG+n188zh2KSckMhs1G17yAzJXCFZnM6tipImiUgVQTW9+sI3X37kcfcQfX933bgq2oa9i+eB8dhzLga7zkptWWSDKiI28ArCb87HkL6fo165d79PZrNz9yGNXuGUubE0PD3cUZrktNdv4fWbADFuIQWOyWV5M6CWk7n58gXuvXktlluUTv/44H34FS8pugXQ98zRu7fhV6KUTu9D5o4yZ0w06KXSE/r+lF3ALaU/b0pooix/vtx4/OS5uIauXLspElW60Lq6A248jsPsbZF4+CoBQ+eE4r+h7rC10Rxb0j1L3Z/Xr4H5Br3WxnRf/nfhavEIDApBaFi4sk6/Y9KWq+lj9ph69mbz9lKyHpev3uBdngpnz19Od9D76FU8lh+IxOczQ1Dj6wD0+j0Yf2+JFI3g5UlvkubRTejMrThsPx2DhXuiMGltBEbMC0PP34Px8dS0Z+WaNVZney1b4kxKhZOnLyh1KOqBzJE7txAUGQFHWzs0KaXfiQEnO5I4l1NJnBsrv9u6fZ9ePysrlwYcOSaZWDk7OYmaTGNC7dnkycI75OD6OgDmiL8q6FVnt98HSdu2XpEGxG3L6rcdGmX+qEaY2JE0EZWSh6/iMXdnBLqPD0L9bwPxy7JwnLieHPCSjLlloSMIPPo5Yl6dwtHjyVJIU2H7rv0WLW1OrV+vWqFmbI6f0K+0mUzf5EmdfJ6e0DdUSiOX5cgZZV0oVcIHri5SD1eaKDfF7iaWLm2WIYPFTu1bKutr12/L0PsN7eCMRr6Sse+xa7H4fXX4W8+hEr7HT56J5eLFiqBggbwwV4wW9M6Y+COO7lye6oN+xxhG2ixD8pEPenZU1uctSO7/y6Qe9FIPtXex7mgUmo0KQOORgfhpSbjIVIRFJqcoiua2QZ/GjuIm1KuhI5pUsodvUVvk8baGnY3mex29Gouu44Jw+2ncOyXOu1UmQZbIMf8zSh2KX/1aGpmVTZelYLhxyVJwsdf/rHGHClJAsf3qJTRuUl9D0itvkyWzb/9RxCb1+GvYoJZoZWJsqquCwJNnzDPbq87kkNRUW849eYSnIcGwtrJCyzL6z1rJ77nv5nXROzsgNAHHrsWIfpLtfw5Ek5GB+H11BM7dSb7nZXOzQo8Gjlg0XJIx92qRnDE8rOrnaQpQWQMZ2RF2drZoZMYSwfehHqOoJ+yNjdznnqhdQw/1vFckJVhLA2R5U0qc6XtGV6k4OddX9JUmnahdJQW+poY8QWrpQW9KifPqdVszVCJAisFJn7iiWF5pkEkJljVHNEuw9h5IzvI2amje9y3zrFQ2Q+Rah4yaWBERMTEYuXkdPMsXFjPwdEGtWrsZP/84DG6uLnrYWvOAeovKs1/U1ilbNikznhrbTkXj+/matWrUMqB2aTvULWuPumXtkDdbishWRUJCouir9iIoAVPWh+PAxVg8eJmAruOCMflTN/glzdQRNapVhLubq8ikUZaTXPc8PT1giRw7IbmEEnVqVVWW40XWShqQtC1nmNqgJiVLw9XeAaHR0bgaEoCKFcri/MUreBMQKBy/qbm7JaN2baZ6XlOA5L7rN+1QXFzNTYZODuIXL0sDWppkKFNKe4fqzUmTRLWL+CCbi/5aVVCJx93n8QgNKAhbazuExUSj+vdnERlUNNXn5/W2RrPK9mha2QGVi9nCRlXmUcm3rFANkAySuhlQoGkKkymyEYxcz1+3dnV4uKevf6Q5UUNlGif3HTU21O6R5KJEjuzZMiy5fhkaglOPHojlVmX1X8+rNoGjcdrj4CBcePoYFfMV0LmuV86mUl2vus7XlOp57e3tLLaeV6Z82VIoWbwobty6K/wZqBxHfU2lF1cna8we7I7OvwUhOCIRPy0OE0mYysWkJMH+A8n1vI0aJJulmiNsZJUFCA+PwIVL1xQJJ9XL6AoFuF+sXoaFJ49j2vFDqNKsrvh5WHgEVq3ZrLdtNrcsb5VKaX+pXbgbixHzQsWyswPwZTtnrBrpAf+p3vhrkDu61Xd8Z8Arz8Z5u1mjdAFb4bo3oJXUky88KhEDZ4Rg9rYIZbaPspkN69cSy9R3dP/B47BUjh1PlqvVVgW9Jx/cw8uwUNhaWyvOsfqGJM5y9mrDxXNo0ih5hnTPfsuWnRNy2xKiiZ90nzE2GmZWZljXe+3GbSXwohZN2jpw0r1ly2VpkqiNjq7NcfEU3MZh19lo/L0lAt/8E4q2YwJR8Ys3aDsmCD/Mj4Z1lNQn+2WsZjlN4VzW+KylE9aO9sD+373wQw9XVCthpxHwEvb29qhZo5KSsTKlbL2mtNk0JnmMRaGC+ZA7l2SgdvPWXVGGYmzUTtJUBpNR47Od16+K6ya/hyfK59GtDZc25HB1Q41ChTUyy+ZW13v+4lWERyTV81auYDITWcaCzk19GVrJFMxpg6kD3WBjTX4nwOC/Q/AsIF5I3eXJEJpwMPcsOwe9WYDT5y6K4IaoWa2S0PzrysS9u0QNokxQiWRDrLkLV5qU06KxOaMysUora/f0TbxwxYuOpRsVRFaWgt6KPm8P2LSFXjesk4t4Lwc7yXJ+8roIfPNvKCKjpePTtHGynHb3vuQetZYEZbovXpYmgzw83DWyWrK0uUGxEvB0kmqZDEGHCtIAnAyz6tavqfx8r4UHvaSQkNtIFSlcAHnz5IIpUL5cKWVAde78ZcTEmF5tW0bNYGQqvqccQ82Nly9w+/VLsdwmjXremNhEMUi6fD8OBy7GYO2RKMzcHIGv/wlB258C4fvFG7QYHYTBf4di6oYIbDkZjRuP48UAS8YxRjJksXa5hSHtnPD3F27YO94LO3/zwvDOLihf2O69wQhlUU1R4nzoiL+y3KxJsqGeJULHUCPbawItwvRez5tUY9uyTMa7Omgrcc5IXa8pOzhrSJtrmXfQpS1dOrZSltdv2ilUPBmlThl7jOwmqTlfhySiz6RgzN94TTEQo7IEl6Tab3OF5c0W1J+XAoFxu6Wi+N5Va2D5mZO4HRII74olEHD+pnAEJimSPmqGzQEaFL/LxIraDw2YHiJuHsSIri7vbQCeHtrUcEDhXDbCEIuajG89GYP7z4Pw92B3NGlUV6N1EdWQZmQyJCtCjezl2lmauZf/fpq4kVsVtTOQtFmmcYlSogcwSZyDXeyFEiMkJNTiZefqLG/tmskZeGNDKonKFcsLEyTqT05SYFOS+Rn6npUWW5IMrEg6GRLihiVnI3H+bpyY1HsTkog3oQkIiUjfhKi3mxWK57UVtWSlCtiiVH4beLhXR8WJWxAeH4wGVYNQPm/6M2T16iQHvUdV5jfGbhN17/4jpbtC4UL5YemQmZXcDpHUSMY29lLX89bKYD1vZGwM9t+SyggMUf+eWtD747ZNuPzsCR4EvEEh72zpfg9qz0RGftS2ic7VN28C31mylZkcPZb8fWHumUZtKVK4oFAYUvKFXNCpfKKxHhRTHzZ2xPXHcVhzJFqU0E3elQ/ulccg7OpMs5c2E5Y1SjYL52bdAtJLT59g4IolYrl9+YqY3rkH+lSTJLKJlX2ApKzkvIVsaCX2SWKiIm+mYMq3gqb7b3xCIob9EyoyGUS3+g7o11T/kpxyhW2xbrQnKvtI81NXHsaj069BeBLqJbJWxMtXb5Q6PktCPYipowqszj95hMdBgWL23ZC1VoSjnZ2Y6Sc2XbkomroTFIzTl5SlklattSlANfGmVm9oLLd5coinrO3cI9J+uH+3GDr8EiSckzediMbpW3G49yL+nQEvBbc1Stqhl58jfurtgiXfeuDEFG+cmJINi7/1wE+9XdG9viN8i9qhcHYPVC0g1VLuSHK+TS8VK5SBi7OTkrGKSJJFmsr5bkqTPMaEWjbJrFm/1aiOwXSOyCoI8i0pX1ZyRNaVA7duIjI2Vkx41i2qe7mZthTLkRMlcuTScIzWBXWZllrJZux6XtmolQzgLL2e912GVvrAysoKP3/giiHtnYWSkHDM64dsDRcjyKWJUPSYMxz0mjgkaZD7LtINgYw80sursFD0XPgvImJjxMz63916iUBuZLOWotdoYHwsrEsXFM/dsHmn2bbySA8PHz0VhkQEGQq4umgafP2xOhz7L8aK5Zql7PBTL1eDSZyye1hj0XAPdKkrZZHfhCbigz+C4VVhKKxsnCzWxVlzoFnlLUOeWoWLinooQ9MxSeJMg/h6DZIlzntUfe8sDUNnesn47cGLeGw/HY1Ja8MxdE4IxiwJE3LbVYeisP9iDK4+jMOr4AQxQZWmg/Op81pNgJGqg7Ke9H6mWgJCmesrV2+KZTK6S82oh7b90v1YjFsZhpb/C0T1oQH4eMZDPAt/Kn5vHZHcB9TVyQoVitiKdhdd6zlgYCsnjO7hgimfuQk35W2/eOLk1OTgdkxvV/T2c0L1knbCnyAtWiRlxnZcS5ZipzdbL2fqyB3cFHouq8/3OrU56CWK+RRW2itSTe8OVc1zZkOTI7I8lMzsyM1YH9LmJiXLwF7LuvmM0qpsuQzX9ZqixJn8ashTRt4+56QJLQbo2K6FomDbsm2P4teQUexsrTC4rTMWfZWI6OdSeZyVrROWHXNFmzGBOHTZvMp+1LC8OZN5HhCPXF7WWgdIl6/eVG4I1DInvQX+MXFx6LN4nsh85XB1xbI+nyjtW3K5uWNIg8YYv3s7bCoXR8LNJ8IcZOmK9fhq8MewZDRkgilMrFYcjML83dLNp0guG0wf5CZuIobE3s4KYz9yRemCthi3IhzxCcD1kNLw9luMsCvTRV3vt18PhKVAN395ppqyPhXKl1YG9ZsuJUmby2fOjHGjEqXg7uCIkOgo2BbMpVHXS9tj6HovU+PFy1e4fee+WM6fL7cwtcmo+++dZ/EiiL32KA5XHtD/8cLkTRtIxJLd3RoeLlawt6X1cvCsOQWJCTE4HmiFr+eEwMHOCjQOphZjoZGJCA5PREhEgnC6DI1IFNebjJuTFYrmsYFPbhvxP7lg+uSxRYEc1rC1Md6xpl7r8sCe2pOoyx2o9dnWk9GizpYkbWqi7SVTKUdkR9ea+VDJxw6VfCRZsq6+BO+CjOV+27kVZx49wPOQYOR299BJ4iybxVFdr2zsZwpBb10TUzYYk949OilKtSXL16N92+ZG2Y7j/mf0Jm0mFY+sUsgMabNa4jz1wF4cvXcHQRER8HR2zpiZ1TnTCHqPqOryTU0VZGzIDI762x84dFzEATt3H0SHdvq7hm5cOo7g06Nhn6M68tQcichEb9x/kYBPpoagcUV7/NDdBQVyZGyCyNTgoDcToUFb3z+D0bmuI77r4qzVYFijVZGq4bs20IB72IbVOH7/LuxtbLDkw09QwMtb4zmD6/th/omjeB4aApQvDJy9jfmLV+PLz/tZXI2oGrX0Ry0TPHo1Bj8vlVoTeThbYc4Qd3i4ZM5+ovPlw0ZOqOxjhx8Xh+HS/TjYOOaAR5VfcPOlPy7eCkSF4qZRo5MZx4cmaIhqVSsq/Xmvv3j+XkMefeNgaytk1CvOnsLhJw9QqoQPrt+8I+r8rt+4g9KlDC9/M1lH7ZpVdQr6I6ITcehSDHaejRbtu94X4Ob0tEZoRAIiU5mgpkTvy+AEvAxO/pl99uQyka2n0jerTUHxhbtx4qGGem0XymWD6iXsxICBJL80WWWMiTpSBFFmmgLdzSejcf2Ryk0qCcrikkpl/f3buPIS+NyvIn5sYXhlRNncecX30KPAAOy6fhV9qqc/YFXX/alNcIzBy1evhUOxXDdJtXiMBA3Qvx89TjjzUi9Quicaw9ROn/W8Zx8/FJ0BbKyt0bSkZtmTIaGygJyubuKzd924im6VqupUGkBZbjJGpe9QU5iU1ZgwUpnUMRJdOrYWQS+xZsM2vQa9+5L688a8Oonvmt5EqGsjzNoSIb5H956PwZErMRjQyhlftHEy+nmiLzjozSRIjkdtbagX69ydkcKRd0TX9we+cq2DLiZWs48exOJTUl3hlE7dUaOw1C5CDWV9f2jWCkPWroBV2YJIvPEY9x88EhdDk0b1YKmkVht351kchswKFVkfWxtgxuduwmgqsylbyBarfvDAyoNR+HXpG8TDEfY5a6DHxFh80TYCn7ZwytTBtmlJm6XZ6yoFCiG/Z+ZNAJDEmYJekmx+0LC2CHoJykZZXNCrYz0vZVb3X6BANwaHL8cIR/SUULuFYnlshOKBroMyBSWDJDdnazGAo+BYBLhBCUKKLP2fKJbDIhPEe8bEJeLmnccICAoHrO2QPUcu2No5IjZOkvRSf213Z2vxP2WHKbNLE1u0TsH43WfxuPM8XmSfKTMsQy7Ft5/Gi8eyA1FwcbBCvXJ2aFTRHg3L28PT1XCTY+Tqvv/MazgWbANbNx8cDWmG5SOk8gw1JfPZoHUNB7Su5iBm8F+HhWHcb/cydZKIvvMo2/vvscOiPlGXoNe3QhlRmxkaFo4z5y4jLDz8rRIUY7gC0/luLoNDfUDHiLK7y1ZuEBnSFas34ZshnxqtRIxasryr/aA2bLt6Seln7eWceeccJSFalC6HRaeOC4mzLkEvOfPS99HlKzcQFBSCO3cfCBm6saBjI2fhuZ43ddq0aoxvRvwsJvl37TmIoOAQeHq4Z3jfJyQkYJ+qP28zv1rIkcMZ7Ws6YMKqcGw/LX0HP34Vb1b3NA56Mwnqwzp9kDs+nBSMF4EJmLeLAt9EfN/NJc0Tin6vDnprVNU+07vv5nWM2rJBLH9Rr6Fwa04L+t2sIwdw7cVzoJIPcOSKaF9kqUEvzYJeuHhF+ZIsW6aEMHwZ8FeIyPIQZARQo5S90baRZIe9/JwQ+vA8xi4PgWP+ZohLsMa0jRHCgOanD1xQu7Txts/QHFMNNNU1o3KrorY69hrVFb/iJeHu6ISQqEh4VCqiIXH+clBfWBIa9Y3vaT9Bgei2UzGit+vxa7Ea7W0IMtqoV84e9cvZiQC3RD5bONqnfr+k+ygFra5O1iia3IktVRYt3YMhw34Sy53798LEcaOQXuj+TAE1TYbdTQqCSc1z/k6cyC6HRydix5kY8aBgvUoxW+HuXqeMHfJ4W4tgOj2DCVFbHJmIF0EJePQqAdcfxQkXTsri3n8Zj8TEXnBPOu0fquLd/Nmt0aa6g3CDp/2XcgCfkJiIfB6eqJQ/8zKULUuXE0HvgVs3hBMu9bxOD9R/mDJ2u/YeEgNnUkTpw9lUF46YqFO5qfBBz04i6CWWLF+Hr7/8JFMH0SdPX1B6wNIEtqOjg35aFZXOPGmzuq6Xgt49N64hOi5OqIzSC9XNUtAr1/UaM+i9cPGqUr5HkxHm3i5HFyjApRZoVNNLge/mrXvwYa9OGX7fi5evC1dogsrDcuSQHMHzeNtg2kB3dL8Wg2kbIkQrOXOCg95MhLKCS4Z74IOkwFeuC00r8H3w8AmePX+pmClpay9/+9VL9Fu2QAxmmpQojV9atX/n80mm83Ordug2/x/AJw/psEXtwKPHT0X7BUvj1u17yo24XJmSsLe3x+9rwvDwlVQL90lzJ3StZxrN0zu0rIERIxoi8tE2eFYcDiun/MJtte+fIahS3BbtazqiZVX7TJNgZ5bbo2xApJ65v/fmtWjpYIygl8xMWpUpJ7K99xOiRe091R1T1jM8PMJivszJsObq9VtiOWeObKmaKcmcvR2Lr/8JxbMAzRpTypA29LVDs8oOqF/OHi6O+h8ga5hZ6WiERPfsnJ70sEctlcoxIDQBBy/FYN8FKWMdEU1u78DJm3HioQ7oc3hYazxyelgjm7s1wihjHSRlql8GxYvsNX1npCbfTkliQixKF3QUhlJtazgIGXNaQcbWpFZFrctWyNRApE7RYkqrr4O3b4oMli51vRT0EkeOnTJa0Ks5ycNBb0qonVzRIgVx995D8SCpsVqdY2jktkkp+9vrAn3HiORAJtfzylDfeWc7e4TFROPwnVtoooO8ukqlCliweLVYPnP2Inp0bYesMEFqyXTt2EoEvbITuj6C3v0Hk402U2tVREkTc0ycmM9IOItQKCnwze0l7XoKfMevCk/VEVRXafPwDasRHBmJ4jly4r9efURQ+z6aliyD+j7FpZWqxYX0YeHSNbB0aTMFVCSNXHVYmqCg1kHDOptOAJMrZw4h9Yt9cw6v9vdF9xqhig39mVtxova3zrAADJkVgr3no4W0M6tz8VJyM3U6PrK5m+zaXCZ3Hvhkz5np20XZXuL4/TtKbRLNzNKA3FI4pjKMoUFMaoEUlXr8uz0Cvf8IVgJeqo/vWNsBswe74cRUb0z5zB0tqzogwSoaHy2Zj8Grl+El+Q7oiRLFi8LTU5KIUdaD5LH6gpyLO9Z2FMoe/6nZ8N9Qd/Rs4CjqjtUI6djrBJy7E4ddZ2OwdH8UpmyIwOhFYUJeRmogMp6iQJnMRVILeLO7W4nMcYvywQg+9xveHOwH3+ix2DTGC6N7uoo2QWkFsyFRUdh/S8r4tMnkSSLKUDUqIQ3Yd1zVzcVZXddLZlZGm+S5Jjlm58ieTZxXjCZ0/lG2V4ayvZkFjWM2b92trLdv00wvWd7SuXKjSLbsyGxIEUHGiRlp+WVKDs77DibLa3nCKG0o00ulAvK97vmLVxne93tV3SUaNawDS4GDXiMFvotVge8CCnxXvh34agS9WvbnfRgYgAO3pS/hWd16w9PJWesvpl9bd4AYHuXxBvJlw+Kla0VWzdI4qzKxqlSxnKjBlusLv2znbBBH04zQtHGSDD0hFi7B27HtFy/0aewo+mcSMXEQEstBM0JRb3gAflkWhgt3Y0229Yqu0ma5nrdtOeP0+auXNGn0ODgIleokb5fsMmsJHD2eHOCnls2hLOhnf4Vg4toIpTaeTP2OTfbG7/3dhPyXnJRlftm+BRsvnceS0/6oMXk8Vp07rZfzlurjqleRsr2yqYshoL+FstU/f+iKwxO9RM/tcX1d8XUHZ/T2c0SzyvbCKZkkyPJklQxJosnpv3xhW2GM1auhI4Z2cBavn/+NO4796Y1jk7Nh/jceKG5/GNFPdiM+9C4q+ya3HXoXe25cRUx8PLydXVC7cOYHa1TXKw/eKThJLyTJo9ZMBPVgpfpeY07y0PluCrVvdH0s8D+GNefPmMw9nrKJsjHmhk07M+1YUVBH5lkElSllVMor1/OSk7KxkLO7h25Lipr0UqJ4ESWAIsd3Y1w3RFBQsDIhTB0YuDQgbWhiv02rJmKZ7pXrN+3I0L4PCw9XetTTvk+vSW5WhoNeY2Z8v1UFvnveDnxPqBwHtT0paVBIlMqZW5j5pAfffPnRrXLS7HnV4njx6g22bt8HS870+pQoj+UHpKyib1Fb1C6TYmRqAjRV1V7v2XdYGNRQlufwRG/M+ZIyZvaiVQsRGJaIJfui0HVcMDr8EoR7z992dTV1jqZiYvUkKAinHkptctoZKejN6+EJn+w5xLJ9oZwadb2WgnpCIqVc7dTNWLT/JQiHLkszSFTXuvQ7D3zSwjnVll/H7t3Bv8elHoJezs4IjIjAZysWo8fCf/E0OCjD20r9OtPTrzejUEBUrrAtutR1xKA2zviptytmfO6OlSM9sW+CNy7+nQ2n//LGjt88cWSSNy7Pziau4bWjPTFrsDvGfOCKz9s4i9fXKWMv+nen2mJN5Tb/LrYkTRKRTNM2g31LdaFZqTKwtrISnQMuPH2c7teTC22tpOufJi7U35fGMdQzDWnz2F3bMHTdSnyyfBG6L/hHrwoJXSHH5iZJ8nNS6WR00K4tGzbv1FuWNzAiXHTCMJa0WUZW5N189QLPQlSW9Om4buokqSSoz7Usm81sdu6R6vEJ8o/JaK21udOlYytlec26rRl6ryNHT4ljT9StU12U8FkKHPQakYI5pcCXBn9y4DsuKfANDAxSHGBz5cyOwoUKvPf96HUrzkgzZz2rVNdp1nl0s1awpdd5upJNKuYvXgVLIiYmRsx+Eq4uzjh0J5ciK6QBpynM5KcmV/LyknpdUsbq9WvJnIACCT9fe2FKQJm03/q4olqJ5DJ+6nXafXwQTt/KOtl8muWU209Q5oDaFRFbr0oD+KLZsgt5s7GoV1QakFwPCUShgvnFMtWx3bv/EOZOcEgoLl2+LpbpfCxV0keRM8/eFoE+SV4GRCNfe2z80VP0hE0NMjf6cs1yJTi6+P1P+KSWNGjeee0Kav45HotOHs9QJkujrjcTgt73QfcWco0umttWSKHToyjRcJuv9P4BeVRsrGgXlJmuzSnJ5uKKGoWKaMhGdanrNWbrIo2axNrGD3qpW8Okfck1rHSMa0/5Xef9q0969+yoLC9bsd7gnyd6tqvqeTMa9O6+cQ3xCQmibVDlTDR9SwnJqvN7eIrlI3d0y/Z269RGWV65ZjOMwZbtycF265aNjbINWYkG9WoiezZvZZx3994Dnd4nPDwCs/5drKw3amA50maCg14TCHxJ6iwHvguTAt8TJ89rSJu1CbbOPHogepTSc7tW0s0ogvonDqidZPZQyQeH/M+IuiVL4crVm0r/13K+VbFsf7RYLlvQBg3Lm16WV565lY0I6IteXScjQ4PpbvUdsfQ7yip5oZefVAdLLbSodzT188wKkElScLCUuahQLlneKEub25X3NerEhCxxpsFIY7/aqdbPmCvkoCvLVCnrRZMSb0IS8Om0EExelyxnHtnNBbMGu72zhc/ve3bgzutXwuxocsducHNwxKQOXbFlwJdiYiMkOkq0Wevw39+4H/BGp+2l4JCuHeLkmQs6SWxNAbo/U5s5In++3MiZ4/21hmQeRWY4Lvb2Si26MWhaqoyyPbqg7uuZ2XW9KSd5ypRK8sQwEvtvXsfX61aK5V5VqmPzZ4NFcPQ6PAw9F/4rfhceY7z7fMtmDZHNWzLjPHHynDCMNHSZ0uMnkulU6ZLFULKENAmnKzuSJg7IdE2WahsD+n6rm/Q9c0jHoLdFs4aKxPng4ROKYWpmQSaPe/cdVZzYmzXJmMGYJUD7qWP7Fsr6mvXbdOop3rZzP3HM5fds3rQBLAkOek0l8P1WM/CdnazK0drEavkZ6Uu/YbESQmqpK981bQl7Gv85OSCxRF7FIdMSUGdMnAp3Fm1HiEEmmuVNzZVy93uOV/7sNhjT2xU/9XYBJZOo5pdcdP/ZHmEyNWBpcUzdHqSWNLFDvUaP3r1t1Hpembo+Uk9ekmyWqVHRoup6U9bz3nwSJ+TMh69Ik0j5sllj+QgP9Gv27kb35x8/wvRD+8Uyucqr+y3XLVoMR4aOwOB6fkIaS8FSnSkTMOfooXQHrdTXtVxZKeCjiZSbtyTpYlbjfFJ7NdmDQBu2JLk2k4Gho53xJvPIjVaesA2NlswC00P5siXhkdSz8vzFq3oxeNEWklPL5xy1TzJmIHTl2VP0WTIPcQkJYp9O7dRdTMAd+XoEulSUxg/z/Y+h/rSJOPtItwxRRiEJZbcuyRnGpQbO9qpdm9tlMMtLnHwgBenGnCSSqZ903ega9Do7O6Ft66Zimb7zdQmgMsKBw8cVM0pSa+ij76wl0LVTa2V52cqNosOKtty4eQdNWvVSxrg04Tvlj59QuJCkSLMUOOg1EQrm0Ax8r4WUg7NPT7FcSwsTK+rZtvbCOUXanBE8nJzQppA0eEeJ/Ni6Yy8sBdnQxsrWBXcipAFkyXw2aFLRtGseGqvc9/YeOCpq3N5Hbz8nUSvolPSnTVobgZ+WhCMuPjFLmVhp9BrN9/4yAEOSy80dJXPmEssx2dxgZyfJyQ8f8Ud0tBb9ZrIw6mNTslwNfDw1RLTcIZpUsseGHz2Fm/C7iImLwxdrlgkZIbW16Vv97VYKzvb2+K1NB+z6fKjwLgiPicGITWux4OTbCofMaF1kShN1lXy1C3rlwXILI9YmEr5584v+1hSsHbsrlfOkBxq4tWjaUCxTALpy9SYYo57XmM6zVN/ebf4c0f6JXIUXfdBftFAjyMjyv54f4d8eH8LdwVGoJ5r9PRUT9+5EnBbfEfqmd49kifPyVRuVmk59Q4Hchs36kzZTXTQZFBKVCxhP2ixTr6g0PnsQ8EY8dKF717bK8so1mXfdEFu2JY8pW7dolKmfnZWpVsUXBQvkE8uk7qlery3+mDwLUVHvVnAcOuKPZm0/wMNHT5TSvVVL/tZL66OsBge9Jhb4LvjGA16uUhbEtfRAePh0VLIR74IcMIMiI+Bq74DWZTPuLDiqU2epuaSbE3ZdvfLei8pckA1hnAp3RFScrZLltTYxx+aUUGNx2cCG5I7qgfC7oJpfkjzn8JD+vhUHozBwegjCokxP6kkDGfVAU54MknuNUtsVY2ZbUkqcTz1+qLiuh0dE4sSpzDfaySyoTogcdAl3z1yYvDOnUr87qLUTZn7uplWv6KkH9oqslZOdHaZ37vHO41m1YGEc/OpbdKskBRyrz6d//9ZQmVn5m0Bdry5o1PNqkemlAbw8UK6ZVFNrLMhAq05RnwxJnHv36KAsL125IdPUKhr1vEYysaLsOJlVPQkOQm43d6zqN0BMWqeka6WqIutbu4iPmGAgs6vWc6bjVVhopm4v9b2vWEFy7X7x8jX27DOMAubCxavKAL94sSIoXSppEl9Hzj2WygfI6bygl1RXaUyoDE1umUT9enWhbq1qwmBMbtt2Jan1lqGhiY7tuyQlD9GKg16tIYXUH2N/gL29nSITH/fHDNSo3w5btu9N9d63YvUmdO75mVIWljdPLmzftNhofc2NjfFHiIwGRXLbYGjTp0iIlWzkHUoNwd4L75+RXXH2lFLT6GKfcRc8n7x5kSNC+tzowjmM1gcxMyEb9xu37sLKxgkuPt3Fz4rmtkHzKqad5ZUhB0SZ3Xsl11ttIEfZVT94olheqb6R3HU/+CMYL4JMy9mZDKFevnqj1Ghly+YlshVHkzJEzUtJgyljI5tZHbl7SzMDb6ABnilAWVKRtbG2Q7Zav+P2Uyng7VrPQbTZ0aY04PqL55i4T6rr+KFZKxRNcsJ+X7/XgXXqK/LDoIiIdG13jWqVsnymV+3cXNH3/dfAqYeSvDWHqysKeWeDsWmQQakm9euVsx8kUc+M3qP0XaFM8ri5onw57dpE6RO69/VbsgCXnj4Rtdkr+n0mgqG0oGCN6nzHtGwLOxsb+D+4J2rnM5sPVIZWSwwkcVZLm9u3bZbh0qSzjyUjQjKwMpUyJ9nF+XBSaY8uKgm1I/DqtVuQGdDkouwTU6VSeSXwZrSvx/Y/tEljsuDBw8f4oN8QEdySjJmgAPj3P//GwC9HKk7NZcuUwO6ty1C+bObfr0wFDnpNkOd3TyD41EgkxkcDVtb45t9QHL2atjSSahp3JzlxZlTarKZDyaQBVP7sWLPTOLb2mcmFi9eERM6pUHtY2bkrWSpT68ubFmoziPfV9aYkXzYbrPjeAzVLSTOIVx/Go+vYYFGXacqtiq48fyYMeai+s1qhjPVg1Hdd76uwMBStnByE7DFjMyvp2FjB3Xckwm2k7GGD8nb4+QNXrQaJJGcevHoZYuPjxcByUB3tzTUq5iuA7C6u4j323ZKMhbQlf748yqCLjHXevAlEVoIMaGQTGp+ihbSqjTv18J6SKTeFAXwDHynovfzsifguSy+kBujVXZXtzQRnYHL7lktISM0hG6JlFjSgHb5hDfbcvCbuffN79xXXwfuwsbbG0IZNMLF9F7FOrs6Z7eNAgZaDgzSRvGPXAbxKmsjUr7RZf62KiHNJQW8lE5A2p1QUHb59U+dj2K1LssR59bqtmWLmx67NGadI4YJYtmA61iybrdF7et+BY6jTqBNG/fQHvhg6GuMnzlR+19ivDrZvXIx8eXPDkuGg1wQ54X8OsQEXEHx2DKytEkGTNF/MDMGFu6m3lllz4YyQLNEsb50iGXMoVPN5+3ZAcDiNKrD1znWTNznSi0zQ2gHOSVnegjms0bp61ukdV8m3LLy9JQMzykKQU196IIfn/4a6o0Mt6W9+HpiAfpOD8Swg3uRMrOT+nCeS+iaWz5tPOPyaAtSKpWyevGL5GWKRO5eUsbx67Wamu2RmFiT1pHIMx3yNFfXA1AHusLXRLqiaffQgTj96IDJQM7r2TFffWAp6mpQsLZblNjzaQkGfRl3vmayV7T13If39eeVMb/WCpjFJVCpXblELnxGpZs9u7ZXlteu3ISJCMskx13revw7uU2rYJ3XogmbpVLlQCRSd+ySLvvhUkgFnFp6eHmjbqolYJnXIyrX6bZlz6cp13LsvyZGLFikoJNUZgcY9Zx8lBb35jesZkVrQ+zQkWNRq6wLtG8r+EU+ePseRY8lmhIaA9uXW7fuU9TbcqijD6r5j+9fj1x+Hizpd+ZqaOWchlq3coDyv74ddsWLRTKXbhSXDQa+JQTNt/qclQ6r41/74qac0IxoRDdH64/bTtzNvcm/e7pWkNiH6okjhAsgVJGWYw/J4KiZP5gq1OHAq1AbWDpJEbGBrZ60H7doeW3IZvv8mfcGotlC2oYmqTkOXNjn2tlb4vb+ryHATr4ITMWB6CMKjEk3KKIncUgn/pKC3ZuGiMCXUEudGaomzGWZ7qd7/8uticPbpIdYLZLfGv0Pc4eKo3bVD18NvO7eK5WF+TVEmtzRhkB5kafueG5JaIz1Ur2Za/Xp1refVRtpMkthzSQN4yvSaAhR8yVJNXet6CxXMh/p1a4jl0LBwbN62JxP781ZDZrLp8gX8tF0yHhrSoBH610x/bV4OVzdULVBI8QPJbD7omWygs3T5er1OqKt783Zo2zzDaobHQYGi7RNhzP687zJN1HWyiOjeOTnbu8rAEufLV29o1FqXKG4a39v0nTF5/258sXoZRm1Zjz/27MQ/xw5h5dlToi88Ta5T+c2bpPPAlCBX9C8/74fTx7ahR9d2b/3+59HfCJdmOyO69JsSHPSaGDdu3kVQkFRwTrr7no088EN3F6Wnar8pIXjyJjnzdu35M5x/Is1q9qis/y/fLhUqAiTjcnHEzK2Za2uf2Zy5cENxzM7tCbSvqZ8sb1h0NP49dhjV/xwvzENqTp6A+SeOGiRzrq7r3bNP+7peNTRIoDrMLnWlv//6o3gM/y8U8QnGC3zJml/+sixcqICQ6ND+O54U9NYytaBX7td793aKoNf86npnrb0Nx5IDxbJNQhjmfu2BbO7afbXQMaR+u5GxsSiTOw++8ZPaaKQXvxIlhXSTBqfnku6H2lKjatY1s1LX82qT6b38/CkiYmOEJNYUXGhTXi8H79zUizOwISXOZB4jTwC7ODvBt7ykMsgM6Hr5ZbsUmLQvXxFjWiQHLOmlRemyRgt6aYKCSguIazdua5zH+nRt1kerIrmeN6+7B3K7e8CUqO+TsXp4onPHVsrEAE0Y0Pltaa7NE/ftwi87tmDpaX/MPHwA43Zvw3cb12LAyiXCKK7FrGmoOXk8fH4ZhbnHTfM7nBRls6ePx64tS0VniwL582L+nD/x1eCPTaKMxVTgoNfEOHEy2YG0Zg3JZKVvUyd83kbKvL1Ikpy+CUnQMLCqVrAwiuXIqfft6dyyKXBfkmTufpw1+1hqA9XyvUIF2DhKUtRBbVxgZ5uxG8X9gDdi1rDMuJ/w7cY1uP1a2o9RcbH4ev0q9F26QDhu6xMyTpJvcPsOHtM5sKb3GPOBK2qUlGYH956PwcQ1+t3W9HDc/+xb9bwPAwPwLCRYLNcwsaCXygxoHwZGRCBP6aKKAmP/oWMGa9NhDE7djMWcA9lhZWWNxPgotPE5icK5tJcmLz51QgzYKAib0aWn0molvVBrlhpJTsQ0M58eyITI0VGa4Dl7/pJBB336hK5t2UyJzq8K5d4ffJ1+eF/8T/J7fRge6tvM6t6b1+K61gWSzMryPWrR8eChYWS7p85cQEyMVGpUvVqlTM2gUMaJvkfoehnftmOGlF0tSpdTnInl+2hmQdutnqRYslw/kxRXr9/C7TvSOV6oYH69TEjI9bwVTSjLK1OvWFJd751bOn/X0wSyrJIICQ0TddaGQt3+sk2SxN3YUF37+N3bxXKbshXQu2oNIf+nnvDl8uQTfeKp3ZfMhD3bERFjuu0HqVxn24aFuHR6Nzq2b2HszTE5OOg1MY6rgl51f96v2jujZwPpwrv/IgGfTA1GSEQ8Vp2TZFY9qxhGYkWSOe9XkqQjzMMRxy+nr2Yuq3Dq7GU4+/QSy/YIQec6utWH0hcPZfd6L/oPlf/4VcwahkRFCqOd4Y2a4cKIH/FFPamv5MZL51Fv2kSceiB9SesDcjSWa3QCA4OF47GukNR5+iA3FM4l3Sbm7YrEykPGCQjUNXRyf165npccaPOY2Ay8p7MzKuSVHGUvvHouXCoJUnFo207K1Ln1JA6DZoQgIdEGiYnxCD4zBh0aFU2XpGzSPikr83ndhqicJLfUlWalyoj/d9+4mm55mCyXJ6m2oeva9AUFdbILaqmSxeCSVNP1Lk4m3WtMpZ5Xhq7hwklO0od0lDg7OztpDPKoD6zBpc2ZXM+75LS/+J9q2PN6SP4NukLKCtnteVc6J4r0gboOe836rcq5nBE2qrK8HfTg2qxuV2RKygiZukWKib+RFC7XXjzT+X26dW6jLOu7xlrm/oPHojWSnJXU1oPAkNx69QIDVixWAt5FH/TDzK69sLTPJ9gy4EscGfodLo8cg4e//I6HP/8OL2dnYVC5UIee8IxpwEGviXFCldGqoQp66cb2Y28XtKom1fheeRiPD2acFzO09jY26FghufWGvmdk29WoDgSG0UZg4lbD3BCNzepDYbBxllztqud7AHu79H9Z+t+/J4LYNnOmY+uVS0hITBQzhZTBohvn6OatxeBubJuOWNn3M2RzccGjwAC0mD0NUw/s0ZtzohxgERmtw/Z0tcacLz3g4Sztj5+XhuH4tRij1vPWqaVpYmVq9bwp63oPU+siVa21oXpTZnbAS6UWIRFSdiH00hRYBZ/ROPfeB+0XyurZWlvjq4aSAZY+gl4apL4IlUpEtKVpY1W7Lx3LAkxd2qzO9FYzcn/ed7cu0o/EmYxcDOFGaywTK+rJu+Gi5PfxQbWaGX4/GlPIEuftRgh6CxfKD78GtZUM428T/tJrPa8+XJvp/FGCXhPM9Hq7uKBckmliRiTObVs3VdQu9P30+rVuagtts7ytmjfSq/+MLoRERaH3wrkIiY4StdGzuvd+5za5OzpiUJ2GipFcVGzqxrKMacNBrwnx9NkLjbpF2fVVhlrn/PGxm9JWxv/pWUWm5OUs1f0aglbNGgE3pe068vKxaCtiTkTHJsL/qeR6HR/1Br380r8vw2Oi0WfJPNF2g6RnNGtIM4WHv/pWDFAcU0jgmpcui8NffSckNNRqZcz2zeg8bzZepnOwnhpVKldQlvXRs5J6R0//3A22NmSEA3w5KxR3n2eeRJdaWlD/TSJP7pzi2lAHvaZWz5uyTpH6CPs1lAZ35lDXe/Z2LHr9HoyXQVJAEX5zIaIebkaVShWUgZM2LDp5Qvzfqkx5YayTUUrnyoP8SdkvMrRKD031UAuf2agVA+Tc/j6oHdDdJBO9agUzllU3ZNB78LbuUs1qVXyFQQ5B36X6ztpHR8cIeTNB53rlitpP8mSU9RfOITwmRkyWttBTT/KWSRLng7dvIDI28yczx4z+Rgk05i9ehfNJcn1duH7jNq4n9SileuFKesgk0vVCSi1Cm5ZQRu3Xm4Ggl8oCKBAlqPxm/Sb9929Wuza3bmncel6azBiwcjFuvnoBd0cnkdnVpvvDZ3XqCakzJZuWnZFUF0zWgoNeE0I9g1yzeqV3Sk4L5Y5FtL3UkzK7ta9Bt4vqPZyfBYqIJ8bWGmtPn4Q5MWdbBGKsJJlX5N2VqF5Fyhilh78PHxDZJW9nF5z5djSW9PlYBLTvkleRPG3jp1/gh6atRKC8/9YN1J36B/bfTF+v0ZRUrZQc9J7RQ9BL1CxlL3quEpTdG/BXCALDDN/T7y3Jf40qSbWy4bj24rm0bSYa9NYq4iPMlWjQZJvTE15eHkqwog8pnzE4cDEGfScHIzgpw1s11zWE35yX7qxXQHg4Nl+WgocP9ZC1Iui8aJaUuZL7lmsL9TqkGkCCSgLu3JXa+mSVoFebTO/pR1KWl+5RRbNpTqia0iQR3UdvvHyh8znwgYahVXLbDn1ANd8kgSeqVq6g9JvNDMhkh+heqZrOte8pqVO0GFztHYSRnK7O2RmBam779+mW3Ht45G86Z+c3psjy6kfaLJUHkfSesqqmiNo0kSbQdaV7F8O5OFPmWParoQC7Xp3qMCZ/7N0pannpHPm3x4da++GQd8RndeqL5SkH9ppdAsgS4KDXhNCsFUq7RtfDxRrtGt8HrOJgleCMLQfyY+cZ6YvYENCMduO6NYF70kBk+t7dMBcoY0lBLxEXeh/5bM6mu5cZZVD+OihJd6hut0i27Fq/loKi75o0F1nhfB6eeBkWik7zZosbsq6ULFFU6dlGPQspO6EPutZzxCfNJUO1By8T8OXfIYiJS8zket6kVkUP7on/qcamhAEM3PQByaHk7MDRe3fgV7+2MrgjQ6usxsbjUfh8ZgiiYkSlA37s5YLYe0uV36cn6F11/jRi4uPFOd+oRCm9bWPTktKE1b6b19M1IBEBcxaSOFNgcOGilBWzt7dT6vjfhewdQFleU3TzpGw/1ZlmVOLcvWs70b6N2LR1l5DOZvZ3tL65+fKFcs/7oJpkOqQPHGxtletvx9XMlzgTo78fgmzeXooySdeJio1bksclHdo118u2yc7NpihtlqldpJgYRwRHRuJSBnouN2pYWzkOpGa4e09/E3/bdx1QJjOaNakvfBSMxbarlzBhj5TJ/qFpS6G6Sw+D6jaAi729KE2jlkZM1oKDXhPimOoLtW7tdw8gd96UnusaVw5ItBEtZc7fMVyNQctmfsDNx2L5SvAbg/WazUwo+BizJByx8dIAMPTSn6haqYxOs4ah0dEo6OWNj2ulv2ciUbuIj5A7k8SPtotqfHWFBnxyz05yGb18JWOZYzXDOjujcUXpC+vkzTj8tDjMIK2X0qrnTWliVaNQsjOyKVLPp5giPWtYPzmjmdV6Xi/YHYlv54YJebudDfDnp27oUd9Omb23tbUV0lJtoPNl0cnjYrlX1RpiwKYv6hcrLgbyVKclBwk6tfvaa9pB763b9xAWLk3WlStTUqtB5CkTrud9W+Kse9BLZUFyv3Jy4t6gR6mmsep5l5yWSgGqFCikUx/rd9GijKQS2Hn9isHv5anh6emBn0Z/rayP+W0ygoKC0309XL12U3EjTo+3gDaZ3komHPSqJ1czInEmF/JOHVoq6yvXbDFIPW/rFhn3b8jI5JHauIr6wqeXbC6uSm9s6u1Lvc+ZrIPpjhYtDKpbvJFK3WJqPAh4I6QsxP/a1BRZl+hYYOCMEDx8ZZgLsHmTBrAKCAPehIp1U+1Vlh42nojGievSREHkw62IDbioBFXaQi025vsfFctkVEUDbl0h+dSEtp3EMg3Yrzx7qvN7kfRO5vRZ/QVYVFc+6RM3lC4gZVLWHo3G0DmhCIs0jNQ5OCQUly5LQTvJg0uV9MkS9bwp+ygev3cXZcqWVH4u/02mDg2C/1wXjnErw8W6swMwZ4g72lR3EE6coWHhirxWG/dgeSB59fkzSYpaVX9ZK4La8FBZAbHrevoyVyS5k+Wqh4+dRESEVMtnDvW8JHs8++ihydbzpgx6MyrV7NWjg97b4cTGxsL/5Dklu67tJE+GPzc+HivOSBklfV8vRLOSZcS1SHWKF55KE9uZDUnS5e+sNwGBGPv7dJ2lzW1bN9HLRCgFMxefSJnTSibo3JxaXW9GFBJEDw2J82a9TIKEhYdj/8FjynXTRKWoyUwoE05dNShBUSpn7vcaV72LwfX94GhrJ2q+1yeZyzFZAw56TYSUM8jvkp/JbYpK58qNTxsVxQ/dpVqTgNBEfDotBEEGqLWkVjiizjgp27vI/xhisnC/UapHHZ80kLeKC0XYtdkazsDa8tvOrWJQUiFvfnTxTXbb1pXSufMogdwC/2N6MbM6c04/db0yLo5WmPOlO3J7SbeP7adj0Pm3YNx8ov/zgQaZ8hcv1fPSlxS5JsoDeFOt55WpUbgI7GxsEBYTjWgXB5ERlWXnxsiqpIe4+ESMXhSGOduk4M/T1QoLh3mgblkpMDxy/NRbsvP0GFg1LFZCuJnrm6Zy66J01vVSy5u6tSXJKpUEmHLrIo2gVwszJWpnQucgeQdktDVUZkk1LzyRXHN1oWWzhvD2lkzNTp4+rxjhZYQLl64hPGkihDKJTk66tbVLL9SCi8penCgTp4fvmJRkd3VVWljtyEBZTUag+/rEcaOUcc/chStx8fI1nYLeDm31I22muvKI2BixTb75pHp/Uw96aXI1I3WmlSuVh09R6f5w7/4jvRhh7t1/VCmxalivFtxcM782mqTVA1ctwa1XLyXjqo8+1sq4Ki1yubmjT/VaYvnPfbsN4hLPGAYOek2EoxotWdKuFaKB8oqkOoKeVaqLG/JHTZzQp7F0Ad97Ho8vqNYyVv8DauHud+85EBuH4Jho0ZYnqzJxTTgCw6R9FHx5OhJjQ0SGvUhh7Wd0KWO19oIk7/y5ZVu9yWz71awj/qd6EXKFNnbbotTI7W2DtaM9UaOk5Ep970U8uowNwobjUQav5z3/5JGoB6WsesX8pumoqc48VknKEvg/foASxYsq/XofP9G9r6KhiYpJxFezQ7H6sHT+5fG2xrLvPOBb1C6NNlLa1TfS+bz2whm9GlillrkiyOiMWiLpKnE25bpetcutNiZWcj0vTaplZLCXGVJNuX4yIxJnknt37dRGo31RRjmqmgRJryIoIyw+JU0StStfER5OkqeCvpFbF+0wQusiGXJb7vthV7FMQcS3WppaUe2prJwhaXv1qhX/395ZQEdxfWH82417QoIFd4fg7i6F4lCkhUKVCtRdqLf/ulBaCpQKLsXd3d09QIgQ95X/uW92JhvfTdayub9zcnay2azMzrx5993vftei9bz1ypZ36HOGaFu9prK4KkuyiwLNJ7P17F3yX7Hf29oN9ndt/mn3DsW46vexE1ArpPg+IM937SH2+YXICKw+a9nEAmM9OOh1EPaamDWhgfhqdJRYsR/ZPOvC+8ZoH6XW8vAlDd6YZ/laywF9u5PWityfxO9/HJBkvSWNw5cysXSPNJmvFZKItPCNyn431eCF9u176/5TMlbdLWjGM7hxM+GwSnWJy05kORebQ2jF8uKHICfa2FjLuwWXDVBj7gx/PDlAmoiRwdGrc5Lw7oIk0QbK0sYxHdpm789LGaviyMltRSe5X+/Vy2jSKOs4oWyvI3LhtgbDP4rD5uPS6nytii5Y+HoAaodm7WuajO4/KAWvtNjTNh+3+ZysPHVCyMvIgGxgoyw1giWpGVIWtQ2TGnOzvcatizZv3e2Q2XiS2crHjo+3lzCuK4xDcj1vFSmj58hYoq6XGGckcV645D/RiqU4ZF/ksU3QS07WmwzHsDWkzTLU9lBeUCSZs7145/UXFJf7g4dPiO+tIMhJ+7ufJPd4ud+spRafTxiCR0dfWCW83d3RypCtL06/3pwuzsv/24CMjIxijVUbN+8U2zS36k9zSBtDMvWfdm9XjEb7WKjdV+XAIIxrKZ2TX23b5JDXCiY3HPQ6ABSQnDsvDVQhwWWUbFBebL14QVnZq+gvXRzkWksyl2lcTZqYrj6YjtnrLVuTRrIX8d4MPXt3X7uMK1GRKEmQ2zAFZYSbK1AD64vkxknusPLF5f0Bgy36Hqmn7yMtJUt/uV64KLRsYd1sL+HqosJLw3wwa5of/L2lBYOFO9Mw9rN43C5mfTnVAskyTpJENW3SQGzvNwS97RzYkCevlhIHb1xHg0bStiPW9ep0emFYNfzjOFy+K313YTVd8c9rAahYRqrhljl34TJiY6XJcdPGDUx2PF9weL/SdsWaCxZ9DBLnTRfPmT3G1aguTXJv3LztkK2Lzl24orTNadq0oeJUXBBHFBMrxw96uxiC3gM3riO9GIEqHZdNGkuLTBH3o7Btx75iXaPl1mm0v9u0tkw2sTColpdqm6kjgFyrbg3ql6+glBpstGO2lyTp7735ovL7ezO/Rlx87t71FGCs/G8j2nYZjPl/Lc3WqshSKM7NDl7PK9PZcHwUx8yKID+Ztobjm1rrbSlGX3latI43fH/0nOXKmt7ZwlJsuXQeEYkJ4nrzbKduFn3uF7v1FOUY5JpNRnCM48NBrwNAF1N5laiwbONOg1EBZRdz4u2hEiYzoWWkr/X7VSk4d0tj+Wzvg0QgOr7Ydaf2YM7GVFy9J03on+jvhdNHtppdl0hZrvfWrxbbI8NaWqVp/WNtpfY2x8Nvi9X3otDSqNbPkmZWedEjzAPL3wlEo6rSBPzMTQ2GzozD9pMZxarn1Rrqk6iel+phad9T8FgS6nll2lSrDncXF1Ef5hGa1R/19NmLcBQi43SY8l2CMKzK1Egtiab288JfrwYgyDf3ZWLnbklySch1sKY4Z1IgY01pc86gd9eVS0jNNP0YpLHX0SXOx0+cNsvEinpaUy0b0dqQDXJkqL6UTGLSNJk4ZKYDd07GZevZa56hFWWGN23ZhcemzkC9Zt2QkJCo7HNfG/RspTmB7No8rlVbq7aZoueWJc7rz9unrldmwiPDleM6KjoGn375U7a/Hzt+Gv2HTMBjT8zAzVtZxltjRw2xWAaeFlvOGIwkHbldUV6LRQeLuVhEjBqele2l/V9UlcTa9fZ3bVbKAxo3Q6C3aWaLplI9OASjDIrLL7dytrckwEGvA7B3n2m9/6geTp4EdKud5QSbU3L61VQ/MWklJfKrcxItWt+ryFMuStnev48eLDENum9FavHzGqnNR/XyaozpQO18pMCD+tPVqys5AxfG4hNHcebeHVHP8VbfgVZ5r9QsXc4Qzjuwr9hmVjRRsDZVy7pg4RuBGN1Fqn9KSNHjyR8S8NofiTh6OdNs+Y+xkZDczJ7MReJSpe+wbQnJ9Hq5uSttYiLVWofL9G49kY6H3o/FnrOSk3n5IDXmv+SPV0b4wN0174n2rt0Hle2unduZNfmgtiuNKlq27UpO2teoBV93D6RmZmLvtavFkDjvgiObWJlSz3vklpStDvTyRu2QrEUXR4WULu2q17CIxHnk0IFwI0kP9efcuE3UQpMjfEFj0YWLV/DezP+hccteGDX+aaxcvVG0fpMxbutiTQ7dvCEWK6iUaWwLafyzJv0NEuedly8hpRiS1uJCmfT/ffaOEuT/9sc/OHPuIu7cjcAT015Hj/5jcMDgok3UqV0DC//8CT9/97HFFgbO3rsj5jWuajUaV6yEkkBro8UiuT1ZURk5fBDKlwtRrlO/zJba/JgDLVDbu543MjFBUS6Mt9JC64zuvcRxd/T2Tey47DgL2UzecNDraM7NBfTnPWBw5qPJXEGSm1Z13DClr1RneemOFt+tkoIES0BtBcqGBAM37lMfDMSmpIiTvUT05P2bak2l3z8Y74vjx09kZdjbm1bPS87B5NhMPN6uE6pbwX1WZnJbydBqyYkjSEgz3yCqeVgjpb7pyPFTNqk58XBTYeZEX3w+2ReehtahK/alY+zn8ej7dix+WZuCiAdas4NeOZso1/M2rFDR4qu2tpCeHbkXLvpIEpSlyEu6ZytS0/Wiz/LTPyYqpm79Wrpj9XuBaFffvcA6LdmDgLLv7dsV7ihLTu8Ljx0S2xOtnOUlSMrWtY6U+TBXdkbHmqenhyLPc7TWRcfNNLGS63lbVanm0D2t88paUaa+uF0HhAGjOG416NZ3FKrVbYcqtdugTeeHMHT0VDz74tuiRc63P/yOnv3HoF3XIaJOlCTRMhQ4k3R2yd+z8PTUCbAFcilAz7r1USlQcqK2JtQr3t/DUwRNxV1sKC7kIjxx3HAleBr32PNo1XEgFi+VFFYE1f5+/tGb2Ld9Bfr16WbRTDgprAjqiUyLMCUBGvOoW4AlzhsqV6F9K/PJlz+Kcg9zmLdgCe7euy+2G9avg5o1bO8aT6avGp1OzNPka7ClqVO2PIY1lTwtvtiW5SJe0skowd1ZCqJkXAGdmITEJNEKgQgM9BeDQ37sMAxkHWvVFlnGgnhhiDfqVnJRJL3HrmStVBd3FbZv767kDgBESRJne18gTWHt4QwlkzW4nQfaN3DPbpJkohvnb/t3IzwuVkwOXulpufqhvBjYqAnK+voiOSMDS09kvVdTIQle/Xq1ldoccy9axWFoB08seTMQnRu5CdUBceO+Dt+sSEG312Lx+DfxWHsoPV/DK+N6XroAy7V5Sj1vCZE2y8hZe1JqNDDq13v2nH3OnTM3NHh4Zhz+3Zmm9N/99DFffPeUHwLzkDPnDLqSkqWFtFYtmpgk9dxw4SyikpLg4+6OYWGWb7tSkIszmVmZs+AjWhcZFDfUamP3XilYdwRSU9MU/we6XpjiNl+S6nlzmlkdDb9VpAU/YyZNHJXrPjp+qY0R9Q8l2fOX38zC+x9/k8v7IKxpI3zx8Zu4eHIn5v/+DXr37GxVmbHy/tLTlf6f41tZf5GIcHd1RQ+DIeMGO0uciXffeFExtaIFQjr25QWIZ56ciOP71+PJKePgZoWgVKnnLSHS5pyti4pb10sMeaiPNNczjDszXvvQ5HGU5rRvvPuZ8rvsym1L6L3K6iLK8lpzwW9G997idv/1q9h77QqcgacX/40WX8wUXUScCQ567cyhw8cVW365D2l+yMFl11q563lz4u6mwheP+8HVBdDpJZlzSrplMn0D+hkkzvcelIigNyFFh08WSuZVAd4qvDHKJ8/eyIVBslrqyUa80K0ngn1MM+8pziREnvD8cWBfkTK11m5dVBD1KrtizvQA7Pg8CNOHeqNaOenYpuNx99lMTJ+diI4vPcDbfyZixb40XL2nEWZK+dXzGmd6cwa9ju6c2MogPaNaqzL1qtnNwfl+nBZvzksUZlXU3oxoUt0Vq94NwvBOniZN6I3rebt0MlHafEjKWj3ctLnN2n/I/XpvPIhRalpN/t+eXRxS4kx9M+XzonmzxoV+X3RtOWqQN8u9WEsC5JNA/TTJxIkmksWhW5f2+PXHzzBm5GB06dQWtWtVL7DHLimZnn3yUezZthw7Ni3GE4+PU3r+2oqVp46LxU5y8e/XsPBsvqWQX4skofbuPUpZenJzNmZg/544sPM/fPLBawgMzDLytDRy25/mJcC52Zguhrnhkds3i9zuUIbGlq8+fRu+PpKiiozgFi9bU+j/UfnAY1OnK715+/TsgimTxsLW0FxBLg+QjUGtBZXrDDJ0I/hyq9QNpCSj1+ux7/pVXIuJLjTBVtJw/H4fTo6p2caY5CScvncn2yp4YTSs6oppD3nj25UpuBWlwxdLk/H+uOIHatRgnOR/aRT0Nq8lekDSAEs9SR0Nqmem4Co6QQqKqE4x2F+NxKRknDglObv6+/uhUYPC9+m3O7aIwLeCnz+e6iStgFqbR9u0xzc7togaYpKRy20JTIUycQv+WaZMmEcMtU4NckGQ8+/TA73x1AAvHL2iwfK9aVh/OAPJ6XpR97t4V7r4IXy9VMKBPP6uBh4VuyIz9ryoc6dB+Ex4rNJ39fylCnjpSCJuRWlxM1KLhGQ9QoPVoq64WjkXVC2nRhXDNt2SyZsjSM9ogSg9yMfmdb204EWKj983pCDVUK6nVkG0m6Ixwi2f2t282LXHvHpeUkZsvSR9zomt28NWhAYEino8Oneo7UvdclILL1Po3bMTXntb2t68bY84/myR4SsMqkuV6dKp8Ikc1cBT6zN679Tiq6RAjqjkVrzu3GlxzvQ1mCwVpw2LcSsW+j7j4uJx59593L17H3fvRSAq+gEaNawrarqtkT00B9nAanSLVjZty0bqCAoSyO325N1wNLdzppMyhDEPYkVWngyuaNHC2tBc5sJ9qS1j8xLi3CxD7ZWo/I369ZKhlZy5LypVKofi7TdewOtvfyp+f/Pdz9GreyexIJEXdF49P+NdXL8hqcoqV6qAWT98apeyCjnL26teA3EtsDYv9+yDNWdPCUUmXXNKSi14Xtx8EKO0LiN/DGeCg147Y5xt7FRAtpHkKjSgkNyV6hlNhRyKt53MwKnrGvyzPQ29w9zRsVH+9Xqmyv9o9XwD9V/L1CDTTao37llPainjKGRq9Hjh10TsPiPJmtvVd8OITlJgfvjICaNMYotC237cjY/DrD1SxueN3v1tFuCTOyDVdFHQQH2RzQ16jc2sjlrZwbkwaOJN9eb08/ZYPTYeTcfyvek4eiVTqOWJpFQ9Dlyg76sxAlpKWYf553WYO+0BYvRnAD9ArfXHX5s9oEL2lezwaJ342Xc+t5S/bIAKreu6YWJPLzSv5WqXAIYkzjSBv5WZYrNMr1anFzXV365IQWR8VuamQwM3vDbKBw2qmHcJIJnboSMnxDZly6jGvzD+OXIIOr0edcuWF07WtqRv/YZiArL54jlM62J6j0iqP6tZoyquXb8lpJVXrt4Qhjn2hMb/dRukfpOEXKtaELKhTf1y5RHgJfk8lBRocVcEvYaOBZaEzv+goEDx07hh3qaQ9uJyVJbLua2kzTJlfHyEQSCVkaw/d8buQS8FS69Mf8qmr3nqTrgYr0iZ06C86XMtR4Cych1q1hKLfDRnLG7QS0ydNBZLlq0RSjFagHjr/S9EIJsXs+f8g1VrpLpWUmfNnf21zVUSBJVEUE94axpY5aVOaV+9pjh3/jp8EJ8NHoaSyl6DuqZmcEi21qjOAMub7QgZpBj3IZXrFguUNteua9aEnfqokqmQh2Hh+vV5SYhPLr5sqR/VepCkNCJWen9WmJgUB41Wj5d+S8TWExmKhPOnZ/ygpvRWTmmzCfW88w/tFwYftUPKifYRtkRuX0Q1XnEp5pmS1a9bC96Gye6pM+eL1WjeklDmlep+F7wSgGM/BGPxGwF4e4yPqLeuVi778Z2YphZZ4UxXafXYTVMFKqgQ7KdCi1quGNLeA4/28kTPMHfUCXVRDLSMiYrXY93hDIz5LB4jP4nHmoPpYlHEHvVWZyIj4BvgpzjFWus72Xs2Aw9/GIc35yUpAW/tUBfMft4fc2f4mx3wEgcPH1dka7RY5OFR8AIaSSTlrNWENu1svtggS5xJqpWYnlZkifMmB5A4U29kuUWL0jO9EGS3f3MXyxwB+Xw5e+8uopKkdkGlgb+PHFSktdZ2Oc+LfgYX5w127NdrT+R63iahlUqktLNzTem82WWBul6CEgLf/e8DpcRo4ZL/sGOXVK5iDHWIePuDL5TfP3hnBlq3bAZ7sOLkMdEiMMTHF/3qF08lYg5ygL3o+OFit42yJ/sMQS+Z2zkbHPTakcNHTwpHSaJt6+bKoFKQiVXXfFoVFUStiq54Zbgkqbwfq8PMf5NRXDp1MEjr5KDXgep6Kbv12h9J2HBUmpw3qOKCP6b7w89bnaesvLB6Xqor+9sglZncriNcbXwhpEkIrbZR+5WFx80zFaBjKszQ85CCFXsZJxWEp7sKYbXcMLGXF76a4ofXep1D1IYBiN3/IkI1mzCwjTtGdvZAUFlJ3j+td10c+7EM9n8TLFokffm4H94a44tfpvlj7YdBOPlTMHZ/FYS/Xw0Q5kxPD/RCj2bucDF8/aR6mPFbInq+EYvZ61MssghkCpQ1oX695MBePUxa4KJWKJeuFK8Xac5s4MELGZjybTwmfZOAi+FSCp0WCD6c4IP/3gtEt6buRQ4+jet5u5pQz0sTL5KkU+uPMS1M6+dr6TYeQd7eYp+b206id49OyvaWbXtgb9ZvzJ7lNeU7lNsVlYT+vDmpX74Cyvv5W8yYpySg0Wrx79HDNullnR9yv95Td8NxJy4OpY0TBudme2e5i0rn2nWUuuT4VMs4z5Ma4rmnH1N+f/GVD7K52lOpwKNTZyjzWaq9fuaJibAXsrSZrjnkjWIrHm4aJuTl1NVk3Vn7KussEvTWtI7jtT3hoNeOZAu8CmhVRJPG6zHRZtXz5mR8D08h7yX+O5AupKXFgTIN5coGK2ZWJAl6kFz8YLq4kBHSO38mYfVB6fNR5m/ujAAE+KizSTRlUycfby80bVKwLJsmy+HxcWLVl2qsbA29rryCSD17zTVtorpeGarrdXSoVZFek4zMmOMY3jYD3zzhj9dGuyEi+Z74+8PN68DXM/+hi4KB8oEuQs5M5kzTh/pg1nP+2PppkGjl5eclBQsRsTp8tSwFXV55INpZXYvQWP17pBYYRECNShat642O14kAvs9bsZjwVQJ2GST9pPCgoH/zp0EY09VLKD+Kg3E9ryn1dX8aDKwGNCQncim7bevaUCoPIEjyZw5US57Vuugwkg2O1fZinVHPS6VfegGQ/8CFyIgSG/TSeSxne3ddKR1BLwX39xMThLR2WDPbuJznhGrfawRLPVo3XrC/i7OtUZybS1g9r0yTipVEdwmSaMuGXJbg1RlPo0Z1ydiLOkF88fUvYpvmI8+8+DZuh98Vv1erWhk/fTPTbh4I5yPuCSMveywcUdmbfN7KCqeSxt34OCXe4EwvYxcTKzmLSvr6qkFlivRaJOv9dJIvfDylgejdBUliolxUaECjSSFik0DOOHoHWI2nwffDf5KxdI8U8NYo74J5LwWgjF/2AIkCP8qwEW3bNC/UtEReNRzYsInVHZvzg3qbksEITWJlB+Oi1PUesXNdr7n9eTsb+vNS2xW6iNPF3JyadmNCg13w6kgf7PqyDN55xEdxkyZjJ6p37/d2HIZ8EIuvlyfjyGWqM7a8/LlpaGVxqw/yLXZdLykadp7OwLSfE9Dl1QcigL8ZKZ3T5Nr+cHsPbP6YnLN9ClwkMBXqKSz3iA0I8C90sYgWwcjYw55ZK6KPQd5mbusiqlnu0lEK7Gm82LU3K+C3NfciIpVSmOAyQWjbOqzQ/zl2W5rw0jlTzwwTL0fs1+to5TPWYtNFaWGGekwHetmnDzld2+Vsb2mTONNC0dVoqT9z80oly7nZeKGPDK0IMr+0FDQefvvl+8rvP/wyT1y7fvp1vrIg5+7uhnmz/2dVZ+3CkOdrVJter3wFm7++fK3bdvkibhuMN0sS+69L88tKAYGoVsR4w5HhTK+dIKnpkWMnlcGkuUGCmhc7r1wsVpZXplKwi6ibJGKT9HhnQVKxWr0osuCIB3afmNDn+HRRMv7ZIdXtVSmrxvyX/VE2IPchblzPW1h/XnLNXnvutN0n7lWCyij1iXMP7i1G2yLHzvSSq7YcWJGrds7+vNRrlC7qxYEWfib08MLGj4Iwa5qfooAgzt/WYta6VDzyeTzaTX+AF2YlCLfp4iwQGdO0kpThjYamSJleOs5vRWrxw38p6Pl6LKZ+l4BNxzIUI7CqZdV4aZg3dn5RRrQsq1DGxaKLdHIbk84d2xRq/rby9HFkaLUI9Q+wiKFKUaFMr8rgSHvmnpSNMJVexhLnrbvhCNJm6p1Z2L43rudtWbWaXdxTLYF8zaPMA7mAOztbL0pjQW87m0LKdb204F7c1jcliZN3JGmzn4cH6pQth5KKnKWWs9aWgtz6x44aIrbJCHTSEy/h/Y++Uf7+8fuvonmY7Vps5YTqaBca+sraysAqJ62qVkP9chXEtfqfo47T491U9l2/omR5HaFjgaUpmVdCJ4DktbIhTJtWYXB3z9sQhk4cYxOr4jKso4eobyTI5Ek2eioKItPrAP16aR/9b3kK5m2RAt7QMmr8+XIAKgS5FCvDTtAASvWAlQOD0K2OfV0+J7ftKG5XnT4pgnFTqRRaARXKlxXb5EJL9TeOyoGDxxRX7Q7tWiqT+/z68xYHUj/0CPMQx8qq9wKF9LlupaxjhtoprT+SgdfnJqHDSw8wbGYcvlmRjEMXM5FRRBOsZqEGeVh8LNSGWiNaLS9o8Sk8WisCb+q13f21WPR6M1YEvXcfSAGomyswqA19Dn9s+jgITw7wznOxp7hkkzZ3LLxdztITx8Tt8LCWxV6oKA6kzmhhqM/beum8Wf/bu2dnZVtuXWRvafOAfoW7Npf0el4ZUjZRxkFWezgz1CbkUtR9sd2rrn2DXprwkkKAgog9V6VJcGlAVkc0q1SlxC4UEXJ7MvnzWJKP3ntFqE3k+YTGYNj08EN97dKP15j1507jQUqyqKsd2rS5Xd4DBYrjWrdVTOns3e/aXPY5sYkVUXLP6hIO1YjJ0OQ+P85F3ENUUpI4kajlSXGh55k5MUvm/OniZKRnFm0iV69uTcmO/p60Ak+yIHusxv+4OhWz10umCuUCpYCXstp5QU65ZCBGkPOscRY0JzTB/csglSHHZntO3OV+cxR800TEnBVE+s6NJc6yTNIR2bMv63N1MkibadFBnvBaMug1hpyMSfq85oMg7Pg8CB9O8BVu0N5GnanO3NTgl7WpGP9lPFo/HyPMouZuSsWlOxqTgyFyYyWZOmVAqzeRFrHi4hIQfkeqV6bnuRMjBbmv/0FB7gP0eD1WBN4r96crga7sxPzmaB/s+aoMvn6CMtbuiju5NdhlbGJVSH9eMsCRs/PDw+xTm2iMXNe75aJ5QW+N6lVRu5YUNN66fUf0C7WH+kGWVlONcfcuhfc6ponW4dvSOdOmmn1bLRUX2Xlabr/krMjHJnUIoFZ19oT8B0hibfy+SgNyZrSkmljJtKwsBb3Ua5VqNC0J9ej9dObr2e6j9m7ff/2h3TODsrR5aLPm8PWwTVvJvCADLTJvJD+e3ddKjh9BTHISzht6VHPQy1iUfQeO5s6Y5oGcPSVzAkvVk1IWaNpDUhub21E6zN1cNIc/WgkVmdKkVCAx1S7Z3jkbU0TWiwjxV4lsV9Vy+Uv/SDpLRlZEqxbNCmy5QvUwNACIlTsbtynKCwq6H20jTXjnHTTP0KqkmFkZ1/PKDuHkIkrO1XQRaWlYwbYmVPs7pquncIM+9G0w5r3kj8l9vFCrYtZxRXXAZBZFi0aD3otDp5cf4OXfE7FsTxoOXMgQgTBJonPWBXu7uyuyucC6deBWphm8qj2Md/5MxCOfx6HNCw9ENpeC3OX70nEnJivI9XIHOjZ0w4xh3lj6VgDWfhCIx3p7IcjX+osx9yOjcP6ilPEh1UBh7XKovRYdn7VCyqKZoY7Z3gtGxMGb181uXWQscd68zfYS563b9igeBNQf3cen8FrPK9FRinNrKxucM9aWCxpnrp2VLQYVQs969isFMKZ3vYZKnbG9FA625rghMyorQ0oqoQEBivO5pSXOxMhhA9G7R2dlIW7eb1/D388+ficyVD9LdbT2LkUjyLSxf8PG2QLxksB+w0J1sI+PMLRzRmzn5c0oZGZm4tDh40rhf0HZRrlOtpth1dVSTOjphUW70nDjvg6z1qZgaAcP4XhblLreNeu2SBJnv0oi6LVVgPjvjlR8vkQKeAN9VcK0qmaFgg/pbP15C2lVJA9W3WvXK7KBmKWhOpVPNq8XWfXT9+4oxkiF0SJbXa9jmlklJCbhxKlzWfW8jeplM1ag5u8UNNoSdzcVOjRwFz+vj/JBxAMt9p3PxL5zmdh3PgPRCXqlDzC5otOPMbTwHeCtEmZqZfyk2+R4upjcx3l9IwR1mCEet098xOzu0dRvuEUtN7St54Y29dzQpIYr3F3ts5K+e29WBr5L58L77S4/aZA2N2th99V/eRIb4OUlAkEy3CM3aVOhyd2s3/5SWhdNeyqrdYctWLfRfGmzXM9bt2x5BHrbxxDJUsjy7BN3biNDo7FpCxJbQeqdXYYFYznYtDc9DRJrkl1fiY5EnbLOOQmWiUxMEF0aiOYl1LlZhsZcqutdf+6MCOQHNWpq8ef/c863WLpiHVq1aIoG9e3f2obUb7Q4Q6Z9jlDSMb5VO6w+c0r8xKWklIhxeN+1LGmzI1y3rQHLm+3AydPnkWzocUayUzKyyguSde411NN0rWXZoJcmz2+MllbmUtIhnF8tYWZFF25brAqv2p+G9/+WWiT5eqnwx4sBqFup8MnQ3n2mBb1J6elYZqhJtPeqoTHUr7e1IXNDFzRTad6ssTKIHT122iFX7g8eOm6zet6iQsZQwzp64qupftj7vzJY/X6gCIY7N3YTmdic0G6OS9bjWoQWRy5rhOlU3AMp06txlWREhEqvQcOqLhjS3gOvDPfGP68F4Mh3lGUOwNODvNGyjpvdAl5i527jet6CF7XIdEjOLtir7UpOqLc2LV4RW82Ua5ISRx6jadEsyYat2WiBdOOWXVmuur27mvR/clZUzpKWZJpVqixUHhQYnrkn9ep2NmiMS87IEK2KOtZ0jFq6SoGBohyD2HzB+SXOxw39ect4+ziFa62crbakg7MxNCZOeGSYQwS8VM5B9bPEhNbtHSJgo5Iamq/RuLXkRJay05HZ5+T1vAQHvXZgr5GEs6DAi0wIkjLS4e7ignY1LD/h797UHV0aS861q/an48RVSUJnDo0a1BVZObmulxxSL0VKZhzWYtOxdCH/pICCAo3fnvdH4+qFB7xkuHDQkGF3dXVF65bN8n3sylPHxb6nC+CARqZnhWyBLJtZZ3CVNgWSHtWvKw1k0TEPcPPWHYeu5yV3YIKC84M3DUGvFc6B4kAX1nqVXYX0ec6LATj8XTBWvBOI317wx+eTffHaSG9M7eeFEZ0k87iwmq7CXblaoDSRVHlEIO7I24jZPg4epx/DyneD8OXjfpja3xutKMh1s/+FW2ZntnregoPeZYYsL02Y69uhZUR+9DRInDdfPG/Wog/J97K1LjIy9LI2+w8eQ3x8gtim8apcWdNqPQ/duu4U9byEl5s7GleUXM8PO6nEWa6b7VSztvi8joLsIl0a6nqz6nmrOETQVFzkUqBj4bdLnJmSuey6elnUz1ItOtXTOspC69iWrUuMxDkhLU2UkhEdath/IcNacNBrB4zdgzsW4B68w9CqqHW1GqLptTV4c4yP6OlJzPw3GTqdeRlAysa1b9sCSMuQevZauXXR7jMZmP5rIrQ6ybX252n+IgtmCtQahkxhiBZhjeHtLdU154XcWHxU81bwcDA5nSzNPHknXBgGmUp2ifOpElHPey0mShi5Ee2qOVbQmxMKUhtVc0XXJu4Y2sETj/f1xisjfPDJY36Y9Zw/Fr8ZiC2flsHaN6WJZIYuA0G+N6FNDsetW7cRn5AIR+TGzdvCxEk2LKlSWQraC5M2j3CQLG9OMyuaHMm9OIvi4rxq9WbYRdrct7vJkxfZjMQZMr2ELFc8ajDncjZkV/Fe9e3r2pyTXgap9d7rV5y+ddEJJzGxkqHgnUhIS8W1mGg4M3JQ2b9BY4T42re2OKfEmaBgkuZrjsyhm9eh0+uFa3tjg8LDGeGg18aQfPPAoWNKtpHaFeWH0qrIwtJmY6gGdkIPSbp3+oZGOMSaSycbtS46fCkTz/6cgEwtmToB3z3ph44NTV8V32tiPS9lqg/cuO5w0mYZMhioaXD33HDedIkz1d44al2vcT1vQIA/GjeUjvm9hhoTcjR1pItZcaDaHrlGvEKDrED+7Dn79bk2uVVRp4KzvOci7grHeWKogwW9oQGBaFihYjbTIFMZNKCX0sJkzbrNSE4uWjmIOVA2et2G7WbX8x67fVP8L/UabVBe+rwlHTl4d8ZML3U8kM8Ze7cqyknbajWU1kVUC++s0PkiZ3rlHrclnSBvH2WeYC2JsyMQm5KM1WdOOuR8rWZIWXSsWTtbIsXR+/O2q1HT7p1KrInzfjIH5fTZi2KCT4Q1bZivEyetqsotGopiYmWOfG/aQ94I9pPkPF8tS0ZSqnlSGKXlkiHo3XPtCrQWltOcup6JJ75PEAllUh6RDLRXc48iO2YX1J9XHpxIHiTXNDkSJL0qisS5pZGD81EHc3DOrz/vHoPdP8n+nAnZgMwjNCSbEsERySZt7lTwpGL5yeNKZq56mWA4GrI5z7ZL5u1rcqzu3lVyTic/hrVGfXOtxdnzl5QMO7VNKswxO2ddFo1fzjJ5kTO9VC8ebVB+OAtyjTmdL+R27kiUltZFtPAgK4qcJdObXeJseQdnR2HD+bOiBWAFP3/0MKh5HInxBmPXJcePIi3T/BJCW7GvFNTzEs5xRSxBmOoeTI61ZGRFq/U57fN1t45Be/AvaHf8DM2Gz6BZ+SY0/05D5tyJyPx5KDK/7gHNd/2gjzKtp6SftxozhvmIbXKj/XmNeS2MmjVtCF8K3u/HAjq9cEg9eUcyhbAE1P5lyrcJSE6TAnnqoTqorXkBL9W07D8oBb2UsWnbJu/G5bTP/zX0wHW0VcO8JM5Uy0JyRlNoWL+OYshDZmpkkmNt9GmJJi3A5NWfl/5v1xUp6LVEj2pHM+chUjyzpPOnzzpe0Cu+gz25a63ze6xczzusWd7nl73pZWgHQ1krcycgo0cMVrYXLf0P1mbdBvOlzcaTFznD4AzUCA4R/grEESeTOMuqA2qr5Yi1pLKbtLm18CUJORNKxkP04yzIATz5wzhz0Ev0a9DYIRf5hjQJE2qJuNQUrD3rWAo7mdTMDBw1HCMc9FoJCkIWLl+HsY+/hO6DJmLouGfxw68LkGriBN4p6nlN6M/bsWYdURAvo7t+UAS4FPBS4Ks7+R90F3eIQFgfeRXISAG8AqBPT4R28/9MvkgN6+iBRlWl15m/JRXXI6SsmymQTFsEkaQ7jo7P9v6Ly437Wjz2v3jhgEu8McoHo7tkd7vW63TQa7O3e8kJ9RiNjZXeW9PGDfLtKUdyYVrx9XZzdxjn2fxkZ0He3iJI32aiVJO+J1IXEGlp6Th73rpyNd2Fbcj8fgC0S6aL4NfUel45sKI2GWSMRnSq5TwTeONM7520ZIcOes9fuIKo6Bix3ahhXYSE5O9qejz8lsjE0cT94aaOGfS2q15LnNvU93m/ITg0lYH9esDH4AOwfed+RNw3ry7YXIoibSYZquzcbO2gV6/TQh8vyXKtDR1TrZ2wXy+N3zsvX8rWS9rRkN+X3LrIGdlrGAvaO0CHAGtkeqmmlI41Z4NamMnzn34NG8ERoTaLw8OkueSCw/vhiBy5dVMcH15ubqI1pDNjt2WR739dIILc6tUqYfozj6J7l3ZYsmojXn33S6d1mqPPJWd6C8o2GptYda2dleHSZ6RAu+Ezse3SazpcR30D14m/w23qIrg9vwFur+yC24sb4frUcqgrN4Xu9nHoL2ZNnArCRa3C22OlQJBi108XmychUwL4iFiLBb13YrR49H/xSi/U54d4Y1Kf7OZT+rQkaP99Fprv+0N76B/otZnFcsz+y2CI8HDTMPh75t1KyhGghZC+9aVBfp0ZrYtaNm9qE4mzLvwUtGs+APRa6K4fgmbBE9A/uF1oPW9gINXzSq1l5Bqy+uUqoLyfP5yJpoZMb2xaKnxCgsT2+QuXbZJ9J/TJMdDdOVPootjOPcauzQUrH+QsL0nRHSlbQp9Rd2UPdDcOC1O6zoYx1dy6XipFGTSgtzKWL1u5Dtbizt0InDglZTBCgssU6DSfs543TZMpPmdOhZAlg13dmXXQ/D4WmbOGQ3vwb9iCVgaJs1z244gIZYsZ8xcyj0lITxMdGhxJzUKfQ7PxS2g3fYWK3h5Kmc+mC9I47WzIveDbW1naqc9Mhe7mEXEO2YImoZVE9pMWw85G3IWzsffaFSSmp4tgrWtt63nfFJfxBtXgjiuXxOKRo7HPsOhDZSTO2Afd7kHvtRu3sXTVRnTt2AafvjsDgwf0xPNPTsBzT47HsZPnsGWHY66GFJcLF6+ipXcUgtx1aNK4PgKo1U8exCQn4fRdqZarm6G3JKHb/Rv0CfehDhsKl5Yjoa7RFuqKDaEqUwUqL3+o1C7KqrhLrxmASg3tth/EQGsK5IL8kEE2vONUJnaezihyXS8ZQRWnfiEiVouJX8Xj3gNpAvF4Xy88OyhHwJuaAM2i56ELPwl9RjK023+EZs546K7uK7ieN5+g9258nJBwObq0WUau66WJiMbEVVxjM6sjVgp6KbjVLntVLEC4DnwH6iYDoH9wE5oFU4QiIa96Xnmhi2qtZcOg3YYe1Y40GSwu+pib0EdcRHlfP5Tzlc7/ys3qKu1wLl2RDNSsCU26NL+Pg+avJ6CZPwm6c5vznYSZWs9L398KQz3vcAdSSOiToqFd/jo0y16FZtEL0O6ejV515H695mfWx4x8SNletHQ1LA2N79pds3Bk5Tzlvn59uik17qZOXihA9HRzs0Kwu14Eu5q1H0EfewcqN09od/wk7i9yEHBuk1iEMbWulwJ7S3tG0MII7fuiBiP0/9rDC6H5YSA08x8T57gpyHWyJCm0VocGcxFqMrqOnlgB7fHl0Pz1JIZVK2/xul767rU7fkHm1z3FWCTGoUIUW9YgLiVFCQitJe0UC28Xd0Dz2yPQLHwe2sUzoE+VlGfWzjLK5n103jgb6w3S5q616zlUq6+c0AKk/D38YyifcyT2lZJ6XsIuIf2WHfvEIDBqaP9s9w/u3wOz5izExm170KdHRzgbV7f8gw9bJuPUAxecaZC/a7Oc4aLsltznUnf3LLRHl0DlGwKXrk8X+lqq8nWhbjZEXLh0B/6CS+epJr3HV4Z7Y8vxdKRmAJ8sSkb7Bm5w0yRBH3cHiL8nbvVxdwH51tUdqooN0aJcPTQu54JzUXHQabQgkfqhWzfQpQgBS0yCDo/9LwG3o6SJzbjunnh1hHe2eid9Siw0i16EPvIy1HW6wqXHNGh3/yYmUJqlL0Ndsx1cejwPVXB1cawZy8rbt8l7Uk6DEVm21ylbDu3sJHMSk660BKi8pexfYaY8lCGgWpH9N64pwaE++QH0N48ALu6Apx9Unn6Ap7/YplZN1nRwFt/LkhnQpyXApdszUDfuD1WjfuJ7oAmOZuELcOnzMlzChhRaz6uYWFlA2kyBuDiGU+OF9B+piUBaPPTiNkFsE+omg6Ci9+ziZtkJ9c0j0B36W2S9CZVfebzj7ok/9C5wrSxlfWUzK+p9bbWJ1+GFIkihJtfqio2gu3cWmtXvQbXzF6hbj4G62UNQuXkpfa33Gc4bCrryWywi6Pi7mxAPV7UagxublpW0JmKfn90A7ZZvxfetKlcHSI6Bdt88DK/cCu/rNbgQGSEMbCoHBpn2nAn30bmaO5pUDcTZ27E4dfq8kH83qG+B4zMtEboDC6A7uhh6TQaa3Y3Am2E6/HDWCwP6mVHPe/UyBujD8XbcBWiW3oS63QSoKzcrvoz5/GZo986FPpbUGiqo6/eES8fJ0KcnQ7vwOWjWfQJX7yAx7pr8vMkPxFitj7gAldoVqvo9oG4xAqrQRnnWtlJ9It1PmZ2LkRFoWCG0+J/rzmnoL+2A7tJO8f2qQmrApd8bUFdqbPrzpCZAu+4joSagz6GPvILMP6fApd14qDtMgsrV3YR6XqnsxJ4IJdn2n8Scgb5jl1ajoU+KEmUqk6JuYYO+EvZecxEmm8UJ0MW5eWkntFu/gz7xPlSuHkJ1Qj+q7T+IRX112BCofPIvpbAkB25eE++pmqcL6vt5iG1L1laLReAtX4vFBNqvqqAq0N08DP28SXAd9pmYq5n1fNpM6MNPQuVdBgiqXODxRbSsXE0kUaiud7IJp6dQ/0Rdge7cFkCTBnXLkVAFZV2jTH6fMTeg3TlLLACpqreEuk4XqKq3Vq4vxYXe585zx9FNfw+v6PTQ7v9TOm68HEdlJEPHE7UvenPNCvx95CBe7dnXYeqPMzQaoTghOjiRD4RDBb3nL12DWq1Cw3rZVxU83N1Rp1Y1XLhkXq1VSWHF6Th0jnRF23IaNC93Pd/BdYehxocCRvo7rX5q139KV2kRMKg8TWvdQoGu/vwW6A7+BXWTgVAFFj5JqFDGBU8O8Mam1YcxOeEP3P/oDsp75d2egwZbem/6aDph1mJB9yTEJqbhYtpunPUuj1sHlkMfPAFw9wJULpLtskpN2m7p1uhH3g9xSTo89nU8rhlqiod39MA7Y32yB7zJMWK1lF5XTL4GvQeViytcH3ofuhbDod3yDXTXDkB3/TBcWo3E9Qo9lLrEhg3qokyZwDwzVbK0mQYn+fVoNZpqpfWRlwAyBqNgyL88VP7lAb9y0q13GaiKOICJiVfkZeipJvvWcXEx06cnQVW+nggY1Q175xsA+3p4CEkPZac3nD2FjupY6E6ugv7ybuh1ea+YV1CpsWVQEh6kaBGTfhLJK96DZ/ka0kWNLqCBlU0+vnJ9lsw0KcMbd0eauLQZl6U8aDseqjLVoF39HrQbPwdirkPd/TmhTti9N3fQe+F+hKit9tRr0MUjRUwcSNFg1vtJS4Lu/GboTq+F/p5psjwx8dr7B9RtHskWABYFcW5c2CrJ7iOlAJ6CLzpm9NcPoldyLFrqUpDp4o0NzZKxM8INZ0+fBUYOzvf5pAA9QVrM8Ak2L6uy/jOxP1QefnAZ/IEIUPT3L4n3pzu/Fdqt30K3dw7ULYaL4OPExXDFab5l8ybw85WMhArqzUvumWV88n9coQs+CRHQx4aLH9CtWFy7I/aZumFfqOp0hsrdu+DnSYyEduOX0F3dK4IQl85PQt12HEBB1orX4Rt+BH+5avCcpqlwcZ7Ypn3Bz5caD93eP6A7vkKcV4u6PkBUbAIiUtRI/PNpaLv1AwJDoQqqJM4fBFdTVDeFfmZNhnhe3b4/ROBLC1SZTYfjyukvMKiqFp0rahFWPs2kiXjmjSN49PI81NbFolJGoFC80A8Fver2j0JVo61Zk3kp2N0C7b650D+4ZQh2e8Clw2SoykqLguLZhnwEzfLXoV35JjDmB6hDC6+to+9Xs3i6NFZUbgZ9fIRYsKQfGvtcWo6Aqn5PkUmWCfDyQr2y5cViBdWgFSXoFQHDzaNSkHt5l1ikE5/DxU28rv7+RZHZdKFzoMuTUHkUfCzr7pyGdtW7UvBWoQFch3woJvnazV9Bu38+dJd2wWXAm3nuk4iEeEXRVVg9LwWkSIoRygVavNGnxImABJpMQJsBaKQfvbytTYcqoBJUdbuKRenCrk+kltKunSkWslUBFeEy4G2oqzaXjrsK9eG74xd8pz+MHzPrYveVS+hnMFIsbgDo0nyY2M90HOiOLoH+3GZo9/wG3b65UDXsLQIudQXrOfJSTXrK3j8xW7cXbWmM/OkAdHTM+VeQru0BFaEy3qZz3MRxl66HYiHr4F/iuKPvQczfytaGbvsPIokhjrV+r0PdqK/piwU7f5bGR0LlIr2n4BpQhVQXi8v0g+CqyrWLWjDNO7SvUAdn+m7E9ZIy7g+yssLaY8uhbjYYLh0ehcqvXOHvM/mBGC+1J1aJ8iZ6j/rT66A7vU4scKiqt4G6bheoanWEyjv3XKywfYAHN8W4FndmK36L2QVX6FHjfgi0UUek46bxALi0HmPyfEEffUOUa9Dnhi4TqtAmUFVuAlWlJmJMKGhRQVyzoq9Dd/cM9HfPih+ap9P/0rimogVHmlepVBjdohXeW/+fWGil8r/8nKbFuZ6WBNBxSD80NhUybov9Qv+XngxkJIs5pHgfviGAb4jY7/lx8k648Lggp/ZWhhpw8Zw0jtA441NGzK+dBVVahsbmdnwTnnwVsXHxWLPo11x/e+ejb7Ft90HsWLMAbm757+j7kTFKICOjpwDK1Qu1KofAx8uxpA50UDZu2RMpsVH4rXMiujeuJDJhMAQGxrT5+hPceBCD74aOxtiWbYCDfwJ7fgPqdAMGzzTvhY8vB7Z9A9TpCgz+yKR/ybhzEbd+fBYu2lTE6IPhXa4SGjSmgKgSEBAqJnjiloIxuvDevwTcO4ej6xcj9fpxVAhUA57u8HR1Q+VAEwa1gIpA63FIrNUPU37MwNmbUsDbv5UbPpvkLeqNFRKjgCUvArG3gIZ9gb5vADknmCR9O7ce2DNbTHSjknV4Y2MMjkS7YuSIIXjr9ReygnD6X5Ua+27ewBN//oJ6qiTM7d0J/gnhYrUTceEiK1YgalfAryzgV14MMGQkBs8AwIuyq/7S7/KPhx9A2ZLbx4Fw+jklBikFr0ARVOO+QR5H769GO6BhP6BmB5FZN+bf3etxbP0sjHK9h1YBHtIklP6/fm8p05tOQVISQNlNMpNKS8TF0yegSY6DhwsQWrE8vA2OzlnvIQCg7zqoirSPq7aS9lVB0D5f8x5weQdQsz0w5NPc3wtB+3Tl60DCffG5EjrPQN1WA8SiQ2CAPy6c2AZ19BXs2b4Qd09vQWuXRNQINKzc0jFXvQ1QvTVQpQXg4Zv3+wg/AZxZC1zeCWgMfadDGwOVmhq+Gz/Ag74XKfstZ8FBE8pDfwHnNgJ0MaPvotVooNlQoJDJbzbownN6DXBsCZB4X7qP3nersUDVltK+zEjFgR3/4PiOv9FVFQ33uDjxMLWHD2p2Gy4tBokAV8pIi1u6qMnQvq3VGWg5EghtUvD3E38XWPWWtO9DagJDPpG+X2MSIoCji6T3nZkGuHrgQFI5zF57DBk64KGHBmD0mGHSMUULP/IPZYRT4vHUgllQpSXiyRbN0apckHKsieOO9qW84CV+VEaLYCqA6vBJNZJwT3psTugx8jlIk4DanaXju1prwPhiTI85uw7Y8SNAF/3y9YF+b0ifWYY+25avEHVoGcLTNNhQawTemPJe3vuNLvonlgMH/pQ+B2WeanXGg1uXcGLXJlT01sHLzQXVqlWWzjsZOi4rh0nfddUWQHCN3N8PHaeXtgN7fhUKGtrfaDFCjIOrNu/DtGmv4PF6qZjazAWVKpSVzv2eM6RzOyc0Ad71C9IubBMTqv3q8hg+bTa8U2OAgwuAu4aa/3J1gTbjgTpd8j43af/R2HTnpDQu0RglH791uwPtH8u+L405ux7Y8Il0fo39RRo78oPGtuWvABRwNnsY6PGidP/VvcDxpdLrEjSGNhkEhD0sghDaZ28tmYu9p/ZhbO1qeLJpfen9JUQCydHSOEzjI+1LMVl0l27pd1dPIO42cG2/dGwQFBTQWEXXRhpjaTHl6h5g67fS8/qWBXpOl463nND3d+RfYO9v0jHbchTQ+SnlnBCfbfv3wIUt0jHfcjTQYbL0fgxQl4AXVixC5YAgHH35LajoOnDnNHD3tFBS0bVLjEkk/TaxRClPKEijz0Dfe+Xm2c8ZGh/3zgGOLpS+/6aDga7PSvvCmBuHcP3PadCmJuBexZbo/PTv0v4zFTrvaGw9/I90vldoAPR6CSifVb4loM986j/g5ErpcxM0vtXrLr0/owCfAvtsQT+dn0FVgTKGH/rceY2LdIxf2iFdH+5fRHhcnKiDpwCnVmg16dqUGAnks3AszsGKdD1pIr23srVyn0/X9gHbvpPGXrrmd3kSaPyQtOAvc3aDGIvEd9BipLTf81ssi7ggjWt0bhI0F6TPRsEpfZ6cXib0N5qPBFZCpGsAPj18EndUPpj7zNvwKVc967ujz3lxm3ScynMOOl5p3KrfS9q/B+dLxyGdR2HDgDaPSNfGvL5juubR90zXKjp/Ok0F6vWQxpMru6XzKykq63Xomly7k3Q9ovNXvkbQfjDMzcQtnU+0UHJ9vzReiv68KTiZose1gDqYPHo6cO+8NF6nxkmfv2ZHoNUY6TVyHgckLafPTN/BfUOZi3xtM56P0X10jIrvurE0/sVcF/NdUIAbcT77uSm+P1X2Y4eOy9Cm4jnePXUds69EYGyTxvimW0dpfknjNx0n4tZw3htDz0njlxuNa15ZYxodNzSWpadI71lfQMkHjaU0R/WlnxCRsIFvsDhvdp0+hEMXjqOerwceqlFF2te0D+Vx8tH5+Y/7DoA++9XXMYPekY+9AK1Gi+V//ZjrbzO/+Bkbtu7GhmW/F5hZmLNgKf74a1m2+2rUqIbXXnoOZQO94VFAwGyvoPd2+B0cPnIScTfPYnqZw1ClJyK597vQVO+gPC48Pha9fvtWbG97Yjoq6xLhu+wZcTFPHPkb9CRpMQedFr7Ln4VL7HUkD/gMmkoFu6qq4+/A57+XoEmKxeexz2Jp4gBx/4CWKrw8VA1Xl/wPsIOHj+HRyc+hTAUfNOxTE00Qj5cb1YQ79NIJqfxk/a7Sa+EScw06nRZXEkIwL2EkNmX2QbuGHvjgkeyvp0q8D9+1r0OdeBcZ9fohtdPz+V8kiIxkeB7/F7FbfkVqijSQlSsbnGdvZMoqJmWkC2fX8n5SraVe7QZdmerQlqkJbXBNcavSaaBKjoI6KQpqw638u0pj/sRE5xkEbcUm0IQ2haZiU+gCq4oBWp1wD25XtsH90hbxecX7cfdFZq1uyKjTU0yQ3C+sh+r6PtyOjYYWKgQ07AXvsOHSd1zAfpn123x8+/1s+Lrp8PJjgzFhYHvxvdNrSj93oE6VMiCEpnxjpLccD01oWL7BleeB2fA4vQzakDpIGvRlgRMiVcoDeG+eCdfIc4jS+WP8P7dQ00+LYc3LoVdtL6gyknA/KREpGRnQ+VdElYbdoU6KhEvEGah0hou7ygWacvWhqdxS/Og8A+F+ZSvcL22COjFC2rdeQcis0xsZ9fpAF2h6lpiOM49TS+B+YSNUugyx39MbDUZG46HQU4Aso82AKjUeqrR4qNPioCJJd/QVuF/YAFVmsniPGbW7I73JcOiCc180bsU9QJ/fv4ObXos227ejc5lk9KisQ5OaFQ0pNAl6fb2Hn9GPL1yiLivHhTa4NtIbDRHHRs5FEdfwo/De9qkYazJrdEFK15eyTbxzffb0RLifWw33M//h/o2LwuWbqFChHLw8814tplVictmmQ6NqYBmoiyAN1Lu4Q+cfCp1fBegCKknb/hWg868EnW85uMRchdvlrXC7tlM5NvWegcio2QWZtXtA5xMMr93fwS38iDhv01tOQHrTEfkGd9e2/QL/I3PFey3b5xVom43IOrb1erhd2wXPw3+IY0nv4oH0psOR3nSkCAZoLB88bCKuXLmKsl56/PrJi2haJVCcOy5xt+F67zRU6Vn1enQc0rkj/9Cx7HXwd7hE0yRThYy6vZHWcgL0vlIW5eXX3seadZvF9k9vTcYQj+Nwib4MvasX0tpMQkaDQdLnSk+C57G/4X72P6j0GlxXBeDF2BCkhzbHonGGcha9Hi4Rp+F5fCFc70i+Bjr/ykgLGyWOF5fYm+K8co04C5eIs1CnZZ33erU7NNXaIq3FOOjK1Cj0O/Q4sRieh+dA51seSUO+zfNa5Rp+RJz7Kk0a0lo9ivSwsbnGFPWDG/A4txpul7eIx5H1iM63LFTJMUhKS0Z0cpIo66gUYF6WSHwmD39kVmuPzOodoKnUItf5IshIgeeR+fA4u0pMqTJrdEZq+6ehN2T4VKlx8NrxpXSsufsipdvL0FTLWy3gemM/vPZ8D3XqA3Esp3SdAW0FSTr9zoq5iL6yH+PLe6Gvb6a4DtLrZXu/anfovYOg8w4W+1PnHQS9dzB0FHTQxFftBj19BvnWxR16mriTwiHqEtxu7IPr7cNQUYAoX0OqtkVm9Y7ieemccYm9AZ1XGaR2nQFNlfw7Sqw/tBEh2z9DPXUyQmu0QHKf96GnxYhCcL25H177foE66b4Yv9JaT0ZG/X5SQJMfOg3cru+B+5lV4jpRFPRu3mIs0QZUhi6A5Ll6uF3fK+ZCMukh9fD21Ths1ZfHt+NfQLOKBhmvTgtVaqw4V9WJ96Vb+om7BZfIi8r+FK/j6gUtXYvKN4S2bB24X9wEt5uSr0hG3b5IazMZ+ryCRIqpoi7De8uH4rnp+p/S861sj1UlRcLz8Fy4X5Hal9Fj0to+IV4na19poU68B3XsLXE+i9u4W1DHh4vzh6ZbN+MeiHGrol8APN1cxZhE4yd99/IxpynXEJm1uiKzZpfs564mXVwTPE8sgio9QexXuqalNxkKuPuIeRzNVTwPz4c6OVLsj/SwUUhvPCz3tYbUitGXxXnhdnO/4fXN+E7VbtBWbIrMqm3w9LGr2BiZgGkdumFah+5Z7/XyVrifXg6XeMk4UxtSV4zfmVXbwfXOMbhf2gzXW4fEmCn+pXwjZNbpJa4lNG+h79g14hxc7p+F6/3zynU2L3TeIdCWbyDmItpyDaANkeTBLlEXlTHV9f45aT5AazoZGbiXlAQ3w7Uy56VS7xEArX9F6D0DxHcnxj9NunSbSbepUImFfPrOVNDT9cjdB3o3H+nW8CMvWqlSYqBOjoEqOdpw3dTn+gz3ExORkpmBAE8vlPH2FtdiOgb1nkFinElrOwU6WkxyUIIC8/ZGyg/O9NqL2yeApdOlVdcxPwNUcwYIvf/0lYtRMzgEB154DVjygpS56vOatOpdpNc6Dix+Xso4TPgj+0qvMUkxwMJnpFWnDo/jZq0JmPpdEu4+kE6UHs1c8eXjPvCgMzYPUlPTUKdxJ2SQgdWYboC7KxaMn6y4DOdHelQ4tsz6A/UTN9P0BhqvYNQYNAGuYQ9lDZq08k37glZhKfNG2QETJMVarRa9O3TGgJBIBLrr8cjowfD2cM8KwHVapGdmYP3Zk0jRq9CqeQ/UbdRJWr0tUy3/fZUTurLQyhitYqYaJKiUoaMVxdQc27TSRpnKKmHSaxQUJNDzUqbm3AZpRVZefZMJCMW3sd6YFeeDp/sMxQtdexb6VsnAasCQCWK7caN62LZhce4HZaRKGQfKcsmry7Ri2n5SVrYyp5qAVsDH/iqtIBYGDdybv0T07oWIi5faEoUEByGwfGXoq7TA9GPXsD3TH5+Nfxb9Gxjq62hFNfykyDrgxmHgQR4XTAoGaIW38QApe2OizDRPaMWVsp9U40avTccirXiS5IdWQo0zr8bQRafZEKD5cGlFNR8ou13n43eQmJ6GqucicOvwGahVepxcPxvlQysZMtJ+eX8Gyi5dPwAcXwbcNDiTU5at6RApe0bHGGWidhvUNJ2flDLNJgakaUkJeLJfR/ipM+Dt4YqP350ONzrdtIbMCkmt6RbAf5evYe/d+6hZuRae7D7AoGjwzcqg0wq+WIU2LHbpsi98ib+TasSUEgH63LeOAuc3SZkayi4QNIGm56rYEOjzOhBScJCWlJ6O8R89ifc0R1E/wAdezQYBvV6WsuGUUbl3VtpXDfsDHadIq+RG/PDLXMz8RFqcfGT0w/j2qw+M3qMOoACG3icZt9H4ndexUr0t0OUpoGxWHRW5dzds3h3x8YlC0nbm2FaUpXKMY0uBfb9Ln7diI6BWR+DIQmmcoUxCxymYeCICGy5ewLTO3fFu3zyuFZTJOfgXcGWntP+NM+gEfWeUuapMWYlmUoajkHrBbNBz7fheeq80fo7+MbsagxQUGz+VtmlfF3Y9I6UAjXsnVgJJkSJzFevqh3nnryBS5YV3h0+GV3ClLIUNvT6NK4YJojg+aX+J+9Klc4kyNqaOCZTN2fwFEHVVOqcpk0sZxPUzpcwXZX4GvidloQv7HHRMkQqB9nmNdtA9uI0bV08ID4kK/v7w9aCxpRa52kn7niSq9Jlo/xW3vpTGLhojLu8CyOSRVAvGNOgtXU+NF/Ty2h0J8Wj7+bt4S38KkwLT4e4TBAx8H6CaVFJg0XckbqOyfo+PkLJZBH3fNA7lEwDmCx23lI1z8TBk8qXgXvzIv9MYQq9JCjCS4lP2k25lpYIM7UvKutXtKjL8uyPjMXzuLLHYffntj4TEs1Bo7KNxgq6Pcmaejgdj6JymTDYdI4VBmTVSSdE8jY7lIR9LSolDf0vXHzp2qWyCvFxI3WPq8UDnAz133B18vOQ3pERew8jqFRHmo5KUNTQnofdJGV3KxpLirjAF09HFkiqAxjPKHoYNlbKv9B3RGExKAZojmFqPTdlN+n+aG9HYrszLNIbrhDRHE1lOoZxpKQJTWvhq9Nn7IpDf8sx0pQWgAv3vjQPSGCkrR+i8l5VEdM6Seo6UbIXVK9M8gOZg9BNzQ5SviDGYrjUmyL3Fa1IJ4J1TyLh1HHsPrscDuKFds86oVK2R9N3SeyAlG10vC0Me5+j4N6esjo7b5Bjp/KTjlUweXdzx6MqVuJsBfDj8UXRq3Eaa5zhgv/ASnemd/uanOHL8NLaumg939+yGMU9Nfw+379zD2sWzzX7e5NR0XAuPRv3q5eHr7RhOiAWhO7UGmvWfiDoJ10fniFqRx/+ZL1p/TG7XEV/WcId24xdQV20JlzHfF8tcQbPyLegubodLzxfh0mpU3i0K/n1WmHC4tBgBda/p4vXIRfnxbxJw+a40WLSp64pfpvnDzzvvk63/wxOxn5ySuzcFqpbDUx274rPBw/J9X3T4Tfs5QbhFl1dF4MXQZRjks0VkgMnIQt12PNRVW0Cz9BVhqkHmGmoyqDJxX5Br84CHJyp1iVvXL8z1mJ937xAGA5Q5OPnau9n6IjsSek069Jf3QHd+i7gIiDrtqi3x1fbN+HjTOlGPsWXajEKfh4KtBmHdcT9SulCfPLQJ1apWyr+O6NYx6Pb8Luq+CGqHpe74OFTVWkF/ZQ80K94QdZau42YptX4mfR69Hp+M6YqyqTdx+oErpn32I+p26IPTEffQ5bsvRRbu2nufINAr7xpO4bZ64zB0FPwlRkFVt5uojbK0AQoZ1ZDBkO7IEskUiS4KNHHzDpJqkrwDpbpruqX6mdqdC60FlBn46w+i7ULTDFec+neDuO/fP39E/z6mmxdRbbv26FLoz64XdWSizqtsDXEuU42oy5CPoCZJuBlQq6IhIx4X2926tMfKxb/n+ThyaK87823RdmX+uEkY0jR/gz5LI+rtL++W3H8jr0LdcoQw4zK1nnbIbz/h6uXjWFLmJmqpkqHyLSvGGEJdrRVcuk/L12SGWgo1btlLHMPU8/viqZ3wylkmYFwbe++8qCUVBnP0/O0n5vmdkFv2kJHSfm/Xpjk2/PdX1vPE3YV20xdZZmgublC3GQt12wnQuXmh5odvIj41FYsnPYE+BSw0koM49XjXh58Sn09VpRnUJMcOqWHyvsv3uXU6aNe8L8YodZXmcBn1tZicUV2jducvorZMHI+1i2ZUSa7N1d57XahyVk19Rri2WhOqo9cd/lfUuosaNwMubSdA3XmqWbVu5DNBLQep5jxVq8OGWC1Oq4Lx+qTX4FOjlWQ4aGWEz8Dt48JJmCbw4pwh6bCJdPz2c5y9ewdLmwagy93tBUsqxVqUK1QV60Pd/XmzzMEshehcQd4AMbfEYoiqZrtsNbmfbl6Pz7dsQLfadbFy6rNFew0KQuhaRH4ctFASXF3UwJpzLgln9O0/QntkkWSi6OEr6s3Jf0Hd6XGomw8tlrnim6tX4Oc9OzC0aXPMHfeY9JqUQSyg1jPf95oSJ85n3bGlyjmhrtVRlOuREZwtINPRZxb/LVrjnXvzgwLng40epHcAAFfZSURBVKLG/vBC6MNPiDmLuvEAUWtbVB+W4vLwbz+J1kXTu/XCe/2zugHYg1N3w5W51vX3PhW+CSWNdOqxagZ20QA3qFsTh46ewrmLVxHWJKuYOz0jA5ev3sx2nzOjbjoILuRwd+gfaJe9DpexPyg9CHtUDIFu+6eiiN6l76vFdhN06f4c9GRssuf3XOZIwoBo+Wtikqxu0Avqni8qr1chyAV/vxqAJ39IwPGrGhy6pMH4L+Mx58UAhATkHjQ6tmspBb3UuqhqOey6mne/Xp1OjyOXNfh1fQp2n5Ekq6E1K6Pv9Hfgnv4ktAcWQH9qNbTbvofWeKLR9Smz9sW6DZIsiBjQr0eeF6z5h/YpvdQcNeAlhAlEg55QN+iZq3URBb1Hbt/E/cSEQnvaUksgaoMy/6+l4vf1m7bjqSnj835NlQqqai2hqtoCaqPgV7foBTGJEYGVSg2XoZ+YFfASZJL0v92x0Ol8RX/e7zr0FRci2b2cVm/zC3jFeyNDsaaDxHlkTagdmEunKVBTTSPJ2wuQB5tL01ByRL0CfZBfNgdnc4Jemmi49n0F+q5PQXdqNXQUANP3Uq4OXId+apKBXU527SajGYmundsW6D5LAa+vuwf6NLCtAy0Ztaga9oG6YZ8i/X/PuvWFoch0z+5YUyUeuiu7hQmMCHZrti9wnKkUWgFdOrUVQSodx+s3bsewh/vn/T7VLlDRhJ9+Ojxa4Htas36rsj2gb/bxir5Hl5HfQE1B/r1zULceC1WAlGU8d/eOCHjpPbetVvB5qAquBtcBb8Ea0PlLJkhIiRcOtVjzgVhMEJ0HPP3hMvJ/Jhld5Qc5npIxz66rl3H41k2rB70U1LqQA3a97sKcSh91DS793zTLpVqG/kc15R+x6PDL8Qv4bOcO0dPat4Hp57olPg856Jq7CCbTp15DnL13Fz+lVUSPkf8TiwEkrRbmjpT18iubdUvKH69Aizohm4swcyLzQIOSLif7Da1aitOfV3y+gArSuWiCIVWez6F2gUvPF4RpGC2MkDqAkhNqMo0j74li0tJgUHTUqG1RUQJe8X/egWKMVLcaJRa3hOlmNUPLShux4ZzkU0AqwsKOL1WFenB9KB/fBjtAC5IU9G68cNbuQe8+w/FP/ZxLYsBbFOyy1NGzqzShWLwie2+//9ZvQ1p6ulO2K8oPddenoa7dSbQOSV/7EW7HSkXsba+uFL1n1Z2mmO1amxc0IFP7CnJ10+76NdsKo/a/96C7fQLqGm3gMvCdXCtggb5qzJ0RgM6NpZXG87e1GPt5HMKjc6+wdGzfOlu/3nMR9xCZmKAEmOduafD5kmR0ey1WBM9ywNuoqgt+e8Efvp5q8V5pEu/65BKRdVa5+8Cl01SzA156vXUbs4LevAKJAzeu4WLkfbHSVRJ68+ZFowqhqBJUJtvFoDAG9uuZ58JAftB+pwubyyM/w5UcWis3E07HtGDi0v91kRkzl9Vrtyj9eem4cfT+vGLCaMGAl5BlWbHK0g5w+qz5/WMJkdVt84g4b1zHz4brhNlFCniJbTv2KttdOuYf9C47Ibk2D2jUxKH7JObX8os4cO8+Ynu/CbfH5sF18gKoa3UwaZwZNTxrsWXRsuL37L0XEYm//6V2Mfkv0onzsFFfuJASxxDwEnuvS+dMk4r2n7yIhVpaBCtfT2QURcDrX0Ecj8UJeHP265UXiG0Budu7jvoWrs+sKlLAqzyPuzfUFRtgwxVpstnbAVoVmYPsMk0LdSmhYdI488hPcB30Lly6PiW5XtfpLByXaWHdngGvKa1a5GPIUfqT0rntOuVfae5DyQcLBLxEyypSTeat2AeITspRIlVEaHGDrje2DnjpeyPXfaJfw+KPJ7amr2FxmObG9H3Yk33XSk9/XrsGvbVqVMWwh3pj595DeOPDr0Ww+8OvC/DDr3+hedMG6N299AS9YoWPWu6UrYXMs5vwmO4yeiICAWQ+Qb12W4+12GtRGxZafdWdXA1dxAURFFL7GJHhIDv9hz/JV0Lj7aESsuZBbaTVwZuROoz5LB4nr2UiMUUHjVZSybdpFQZXV1cgPgUqavZL7UyOXcRPq1PQ/504PPxhHOZsTEVErBTs0DWxe1M3zJkeAP8ckml6ry69Z8D1xU1w6TjJ7AvopcvXcO26ZNNfvVqVPPtpzju0X9z2rt/Q5H6djgbtlwENJenYuvOmBb2UpfLxlibH1MM4Li7e5NdSgt+xP8F1xP+EXMhc6Nj7fe6/yu/Dh0hZMo1Wi33X5KDX+XvGyUHvneQEwFVSGZw+Y3DRLMaYQln4oq7k34+MwvGTZ8V2cJkghDVrlG9d7AbD8Ta8Wd69rx2ZhhUqCnkcsf3qZUnqa4YkcfCgPoqkeev2vYiOLt4E5rOvfkJKqmSGR0qM2rWk4M6cyUvHmo4xeSF5v+vIr4QKgfpBiwUYqoe1AK0MQe+RWzckaakNsUQQF5WUiBN3JJOdnvVKlqqtTbUa8PfwRIZWqyhySirZWrVUzWrVYm9oMUtkyS1ItTLBKOMtldwcC8/K9pZEaMGFyhu83NxEy8aSRq2QcqgdItUCb7ogXWftgV6vVzK9HPTagBeeehTTpo7D9Zvh+Pqnudiycz9GDOmLLz58Vcn4lBbEBGH4l0h28cZU/SW8qzonuS/2e73YNVbZXsfNEy49XhCl3zrqlbdzlqgrpsmI64ivCu1/6e6qwldTfDG+hzTRi4zTYeQn8Wj5/AM0fDIGTZ+JRs+3U1Gu1yIEdZkD10xpAvb+8lP4blWK0nuXaFrDFW+O9sHuL8vg1+cDUMZPbfGJBkkOZfr37ZbreWJTkrHylGRy8FibLAftkogc9O68fAnJGVnOkvnh6emBnt07KWZfG7fsMuv1RPBbtTnUtQrucZofR4+fxolT0oBfvlwIBg3oqdSYkFyWZIzFkZyVFOqVKy9ae9HUPaS2FBTcuHkb8Qk5zGZsyOate5Ttnj06wSUfyT8FvDRpDPL2Rvc61pWZWgM6hkniTGy5eN7s/6fuAgMN2ViNRoNlK7Mrl8zh/IUrWPDPcrFN178P3i68Nt/RJy9UO+k6aQFcKOAlUyYLIQcoMcnJuPkge9vCksBWQ5Yq1D9AqHRKEhQgdjOc61suFs1V2VGQz5kWlauWOJVKUcY6+pzEsdsF9+t1dNafl+YNVNpQUr+3PvWlbO+mC/Y7h65ERwpDMKJ9dce5blgbu0WXLi5qjB0xCAvnfC168q7652c8/+SE3D1DSwm0ure69mhkQo1AtU4017ZGU3ZqVk9SVJKmag8uEPVWJNsytUm4Wq3CO2N98Nzg3AFyWgbwIFEPjWsI3Pxrw0vVRtyf7n4JemhRo4ILXhjijc0fB2HpW4F4rLcXylFPXyuxzijozVkfRyw8dhjpGo2YfPQ2yLZKKh1q1Ia/p5foN7j9smmZQmP5pCkSZ0vy2x9ZWd5Hx4+Eu7t7Nmlz80pV4EeOpk4O1ZBTxpEoWy8rs3f2XN618LZg05adynbfXl3yfdxSg7R5cONmcCd1RwlElmuSXE6W2pvDqOFZNVmLiyFxfv/jr5XXnzhuOOrVNX0ScinyvjJ5caSgl6BSGUtLXMv6+qF6mWCbS5wtxVbDAkvPeg0cWv5b2Dmz+eJ5m2faLcm+G463UGRNmhskzsfCS27QS8ebrC7q36DkSZtl+hre+64rl0VrRnuwz6AOql+uAkJ8jVz2nZzSlVJ1cPakeeI1dUtcqtwJ6k6TrfIadJGlWhHh8OrhB9fR32arDTP1OSjoXfRGAN4e64MZw7zx1AAvTOjhieEdPdC8SjzSIw9CFZEGld4FenUaXpsYiQ0zA/HsQ96oVt76ZlGRUdE4fFRyGyaTpPZtW+Q2sDooSZsntGnv0AZWpq7A96kvTUbWm1jXSwGNnMXbun0P0tNtM/iSDHTFf1JWjF7/sQkjlb/JkjlHq+e1hcTZpVxgNjMre5CRkYHtO/cp303PbnmXmsSlpmDrJWnyPqwESptlutWuJ+r5KWg8dfeO2f/fo1sHlA0JVtQLl69k9QA1ld17D2HjZmmhgUoOXn/52SJlrBqUr4Bgn9IxeZGzvWRmVZIg92k509vLUFNe0qBSIILqES9HRaIkQt/D/uvXDCZW5hkwllTkul7K9JbUxYrz97PqYPuU4KC3ffWa8PPwEEmK/Mxerc1eWR3kICUxtoKDXgfiUmQEDqjKIbrt45LroJUgl123x/6A6+Q/i2Ux37yWGyb29MJTA7wxY5gP3nnEF59O8sPs6eWQeOR1xO+bDtd7UguQYxGnbLqqvWHzTmVg79Orq1RnbMTBm9dxITJCTHjHt8rfqKckMaBhE3G78fxZcVEvjKCgQHRoJ5lQJCWnYNeeLMdea7Lg32XIyJAMzAb174nQilL9UqZWi/2G1ffSFPQ2qyQFvYlG/a+LamZVXPYfOobEpGSx3aZ1GAIDpZrXnKw9e1p8X+V8/YQDbUkl0NtbtPqSnajNhcaV4UP7F9nQirK77374lfL7tKcnoUL57D2BC8MRpc3WxriutyRBtbwPUpJF+UbXOiWvHpGgOvjGFSvZXZ5ZHMhEKCHNNLdzZ0GWN9MCn70NlIrKBoO0OaxSFcWPoSRCyqgehkUve51D+0rhdYPgoNdBIAOfq9FSgFi3nGVNDPKCLPwtbZYgE+DvhyaNJWl25iWpMf3ac6eF656tMK7nHdg3t2vz3INSNotkzbLzcUmH3Ghd1WpxUTNV9pdN4mzkdG0tqH74j/mLld+nTMoyajsefgvJGRkia922um36/TkCTQ1B753UJECtsmvQu2lzVm13v15d833cipNSLfyQJmFiAl+SIZkpIWfgzGW0scR56RqzZNIr/tugmIaVKxuM556RemiaCi3skbGLXOJQWpAdnMkDIDXTPvLAorDZMMFtU7V6ge3YHB25HKik1vXKi6uO4HZuK8r5+StmnSW1rpcW9Il+JTjLm7Oulz6TrTPvt2IfIDwuttTV8xIle7biRNyMjRGOiESdstYPeq1Nx/aGFjZ3ouGmUosektQT0xakpKRixy5Juuzu7oYeBsOmvAysHm1bsg2sjKGLt5x1M1XibFzrTHW9RalrNIdNW3fhdvhdsd2gXm106tA6l7SZMm8+7kVzHi6JUE0vBY4anQ5eFSXDn3PnLykZV1tC348MKSTy4kFyMnZckerGhzZrjpKOXKN46OZ1MU6ZC7lb160jZYtu3b6Dg4elsaUwqJzgg4+/VX5/45Vp8PWRHFZNhYyc7ibElzqZGgUrHq6u4pw5dcd8Wbq9kLM68jFXUpHfP2WLyMW9pCHXM5YWaXPOfr0lsa6XWi0dMizm9zMYd5ZkaOGIlAZ34uNwNkKaE9mK1Wek0j/yRqgUaJqfj7PAQa+DQL1iCTJV8vcs+QY+Sr9ejQ5l06RAauXpEzZ57R279yM1NU3pMUouq8YsOn5EMbDqU8L6JBYG9Usl1p07bdLjq1WthEYNJZnd/choHDthWrBcVIzbFD3+2JhskvddhqC3UymSNhPkQEkuzkTNltIKdmamBlu3Zbko24LrN24pNalVKoeifr28g6g1Z0+JYIPkZe2qlfyMPEnlqJ0HlQTsLEJ9FR3Do0dkZXsXLTVN4vz7vH9FkEzUqV0DEx4ZZvZr7zFkeWsGh5RouV9R5IHNDLXwJcXM6kZMtBJsyKUoJZWS3LqIsmr7b1wrldJOWeJ89HbJqoUnNl08J747Gufkc7+kZ97l70POYNuCTK0Wv+yRPCQeaekcpX3mwEGvg0AOnLaSNtuCDkbGUQmnryl1gLaQOK/bYNyqqHseBlaStHl863Yl3sAqJ/0aSCugZDByOUo6pgpjYD+pXZC1XZyvXrsp+pkStBAxeuRg5W+0CHHwxvVSV88r08RwEQ82tC0iVq/bbNP3YNy2ikzO8qvBX37ymCJtdob2cpRll1subbtYNInziKEDle1/Fq3Ej7PmFaiaoL7YX34zS/n9/bdn5PIdMKcuq2MJrqsuLXW9yw3qIlJ2NDA4tpdUqASlu9Luq2RJnK/FROF+YoJiKFSaaGEwszp557ZJvh+OxAaDeq1v/UYl0vXcUVoXrTx1XEibqc/x4+3zNqp0Zkr+jMXJgt46ThL0kklSizApAEu6eAPuahfh+GptiTPVjG7YtEP5vV+fbrkMrM7flwysJrRuB2ejalAZNAmVTEY2nDvrUK2L5sxfqGyPGTk4WwaeJq7kZEiSRap3K200NXxnSR4uSiC5acsumzlq52xVlJ+0OSopUcnID3MCabNM19p1swWR5kKKib6GfUYmbW+//yUGj5iMW7fzlq19/f1viIszTLzbtcSAPHwHTKG0mpEY1/UeKSFZq2WGxaLhJdjt3Bh5oUhuM1dS2GuQNtcpW05k20oTYZWriICRvDMuRkagpECL4tRWjujXsOTX8+ZsXUSy7RhD2zlrotfr8cMuKSk0vlW7UuP2bwwHvQ4W9MoyR2dg7Kgh0oZGh5BUrU0kzkeOnUJ0jORMGNa0ESqFZm/HNM8JDaxyIku2d18zTXbWrEkDVK4k7acLl66KjKw16qz/XrhS+X3yo2Oy/V2WyNFE1tPNDaWNZpWqiNuL0fdFEERQTe/O3Qds8vpJycnYs++w2Pby8kTnjlKP7Zz8d/okdHq9MESRgw5nQA4aL0XdF4F9Ufjl+0+yKUtof3bqMVRkfo2NSigQ/nXO38rvM999uUiZiztxcbjxICbb+y9NyG2LKGtxz1DX7KhcuB+Bs/fulvgWX8Z0rlVbOWfkzGlJoLRKmwk/D0/UM3jGlCQzKzLrS8pIF9lJeYHSGSCZdgU/f3F92GLo321Ndl29JMz/KOnzTOfsCaHSAge9DgAd8FnyZvN65joywx8eIIykiPuHz2VrdWItjDOVA/plz57EpaRg5akTTmdglZP2hov5gRvXTZIw0YS7f5/uVs32Ll2xFvHx0sSIzKsa1M8ux9xtqE0sjdJm2ZiHoBX4dr2yJEdr1m+xyevv2HVAaSNFdfAU+ObFCoNEc2jT5k4jMSNqhZQV7ZeMTW7MpUyZQPwz7wf8+M1HioohITEJz7zwFiY8/qLoT0189Pn3SgZ/6OB+aNWiaZFeb9916ZyhBYhqZaRewaUJ+tw0YSwJEme5JIBq+GoES2Z1JZ2awWWVOnLZQbwkIKsj5OtkaUOWOJckMyu5VVHX2vWEB4azQNfQPvUb2Uzi/MNOKcv7UONmTjMOmQsHvQ5ARGICEtLTnC7TS5NAOZjS3owQLs7WljivN5I256znJQMrktBWdEIDq5wmI7SSR30IqZm7KQzs39NqrYtoUec3IwOrqUZtighqOXL4plTP26WUBr3kvE1OikT5+jWz1aeTZN+20uYueT4mIiFeaWjvTNJmefIh18XKn7GozzN+7FDs2bYCHdq1ylq8WLcF7bs9jO9/+gOLDUZXbm6uePfNF4r8WqVZ2izv65aGbO+RW44rcabxb7mhxZczuJ0b73+5W4BsqObokDqCHM9L83kjB70lxcyKzp8N56V63v5O0KooJ30aNFT6xFPrUmtBSpMthl70z3UpWjmNM8BBrwNwyVBb4e/ppWQbnIVHRj8sbWh08ImVWrDI7YIszZWrN3Dp8jXFfbZxQ6nmSB445x3c67QGVsaQ+3ejiqFi+4BBymVKiyl/f+nYO3j4hJKVsgSHjpzA6TNSPU7FCuWy1RCLv9+8IVxAvd3clZYKpRFZ4hyeloTmzaSLO0n1DxyyzvlifG5s3rq70KB31emT4rEUnJPjsbMhT4KLWtebs8Z3zfK5mPneK4raJSo6Bu/O/F82iX+N6lnGZUWtTexYSifvhCyxd2QH59P37uBKdKSikHAmlKC3hNT1yv15SSVA/helEfkaS0FQWqak7nFkaOGe+soSfZww6O1Wux7cXVxEuzzynLEWP+6WsrykcJBNAEsjHPQ6AJciI5UsrzNJBome3TuiXFkpgxV3QqrbXGMlifP6jdldm433JQVWZGBF9010QgOrnLQzuFKaGvS6ubmhT8/OYptcZzdszsr8WbJN0WMTRorXyquet231GqIVSWlFNrM6dSccDw3sbTOJ86kzF3AvQhqDGtavIxaM8mLFqWNOKW3OGfRSz0QqhSguZEj23NOPYcfGJWjSWHK6lfH388Wr058q8nNT3THVUpZW52YZefJ2PPyWVbMklpA2k1MwBVvORCejul5Sgjg6WeqI0uXabEyjCqEiyKK2c6fv3ikx0mZaaHXGtmy+Hh7oVFNSuG28YJ3WRXfj47D0xFGx/XyX7EmH0gYHvQ6As7UrMobacIweYWhNcycarlBZTeJsLMsdmCObOO+Q8xtYGSO3Yth//Vo2E52CGNA3a5+t3bDVIu8jKioGK1dvVI6FR8ePzPUYOegtrfW8Mk0NbYtO3g3PdvyuXrvF5O/QWtJmMguiGnFnk2ga06B8BQR5e2fr42kJGjaog63r/sVLLzyhOHO/8eo0BAcXPQCS645JGUT1yKWV5pWriFKO1MxMnI0wrZTDltCxtMwgbXYWA6ucdb3U795YeeDI7FeC3tK7UEQLy3KLvJJQ10s+MEQ/J8zy5pQ4bzpvnbreX/fuEommumXLo6+hTVJphYNeB0C2jnemet78JM4u9x5YReJMclyS5RIk0+1gcMAlKGuzwjDxeLSN8xpY5ZXpvRMfh9txsSb9T6+enUWdIbFj137huFxc/vxnGTIzpd7Mgwf2RoXy2SfoSenpSm1RZ8NqZ2mlWSVpIhKbkgLvskGoW0f6DsPv3MPJ09ZzdqTWSIW1KlplcF2vHVJOMd1yNiggbV/dchJnY9zd3fHOGy/g8J41WL/qTzw1ZXyxnk+uO6bstDNm3U3Fx91DKeVwRDMrqjW+HftABOZDmjSDsyHqeg3Z3j0mdguwFw+Sk4XaqzTX8+as63XEc8aYq9GRyvzgYScrDTCGeg8TFyIjFEd+S5GQloa5B6TSvmlduisLr6WV0v3pHa1Hr8FK3tkgp165Z2/6pXBxu/acZSXOG7fsFLJcgmS6xhLapSePKgZWpWWVKzQgUHF0NVXiTJLLLp3aiu3U1DRs37W/WO9Bo9Fg7p+LlN+n5DCwIg7euCZkVr7uHqKHYGmGekbKbrSn7t7BQwN6KX9bs26zVV6TFouozRcRGOiPNq3ynpjLi0aU5XXmIMuSdb15UatmNbRv27LY+1B+f6VZ2pyzrvfgTctl5y3dm5cM+py1J6wszXR0MytZvRHi4yt69JZmZCXYjisXlXmTI7LkuCTJbRJaCfXLO09nk5yQkzJlYYlNFpY4/3lovzDKJVXQqOZZ5oqlFQ567QwVr5N7szNnerNle8Oj4aKXslm7LChxLsi1efGxI+J2dItWTm1glV+2V5Z0mStxLm7rIqoLDr8jraw3bFAX7dvmlvfJvYTb16gJt1L03eRHU0O29+Sd2xhk5Ki9Zp1l5OY52bJ9jyKd7tmto5Cg54TcTo8YVtuHNg2DM9OxphT0nrhzG4kGR31Hg5QrVHdMlPaMFSH37dx04bxV2+GZC7WLkxVNzihtzmlmdTkq0qHreuUWX3StceaFO1PoXqeeUB9EJSWJBVZHhK5Li49Lc7dRYc4frPU1yLctKXGm8XDWHmlu/ETHLvDM4adSGuGg185cNpiReLi6OnWvxeEP95dcTDVa6G5HiftWGiSTxYWyktu2S/INkuf26iEZMhE3YqJxyCDhGVkKBs68VnNNzfTmXDDYsGlHkdvl0AXrp1nzsrUpymuisdvg+lna63llmleuqmTywpo1QuVK0ur2hUtXcfnKdbtIm+Xe1vXLVUDDCnmbXDkLJN328/AQAcvhmzccNmNF5xfVH1MdcmmnZ90G4vpJXhFyYOMI0DlMC9q0mPdQ46L1Yi4pWSq5rteRs71Kf15DCUNpJsjbR1FIyG1sHA2qN74WEy3mDcPDnHfRSKaPQYVIiYDkjHSLPOeKU8cRHh8nOmNMbtvRIs9Z0uGg185cNEibyYzExYm19kFBgUoWUX9dyv6tOXvKIivzO3cfQEqqVH/aqUMbBBha7xBLDI51DStUVGq/SlvQS3VMsSlSu6jCCK1YXmmXE/MgVqmTNpcNm3dg/8Fjimx25PCBuR5D74lcV4kuhmxNaadHnfrKQkViejoG9u9lNRdnkp9v3SEtFtHEolf3Tnk+brns2uykBlbGkBKkbbWaVpU4F5e9hsCCJu+lvT5Ldj/tbjhvqDOAo7k296hbXwQZzopU11vHoVsXkWpDzmh2MKg5Sju0WERsuWgd86TiImd5O9esLcq1SoMyj9qWpms0FjF6pYXR73duU9p0lvFx3jHIHPiK6SjOzU5az5ufxFml01tM4rx+k1Groj7dsp30ck1IaaxlIDfwMobJljn93wYayWqLInGmYOr9mV8rv78y/Sn45jHg7rh8CTq9XtRYNXVScyRzaVW1msjgUZ3zzisXs9X1kouzJaEFjfh4qbSidctmeboJX4uOwsk7Uh3+sFIQ9BpPimWzKMdtu8KTd5lBjZqI23VnT1vV6dxUaDH3vzMnxfZwJ5Y25+rX66CZXlJtkHqDVBzOasRnLr3rN1DaOVqiRZslofZj8qLRyFIydyNFSM+60uLdRkObpuJAgfOZe3eEjP2Zzlnz4tIOB712Ru616IztinLSo1sHlC8XIiTOegtJnEVP2Xzqean1i7x/R4RluTmXFmgFnnrfyq2LilLXu3rdFmSa2cD+74UrcPGy9HpVq1TClMdyG1gRWw2yqh5163HGygCpPeQL3+YL50UddHAZKRg9duKMcHK2Rquivr275iuPIhpXrOS0Rns5kYPJo7duIDUzA44ETU6p3piQXXMZamfSWEzuyK1eVo/YE1rMjUlOhqerG/o3lEwcnRm5POVKdCTuOWBdr7xQRCoOZ1bUmUOz0Moo6+srFp63X74IR2LHlUui3pjKFgY3dj7X88LqejdfOFfsxTs5yzukSRiqO3HppLnw2e8gmd565Zy/Nkvq2fuQ9MuN+xaROB84dBz3I6PFdpPG9VGlcmguAytyOK0cWPSemCWZDob6JXPqesltm1xmiZu3wvHF17NM/t/k5BR88sWPyu/vvvkCPDzccz2OBvRtly6I7R4GmRUj0bueVNuz+eI5sRgwwKhn79r1xTMXy7+eN+/+vMsVI57SkeUlWlSuKoKVDK0WR2/bP4Ayhuq9aJJKagBWR2QR4uuL9obFCrmvpyO4NlOdnp+HJ5wdmlRXMkhQZfm9I6G0+GJpswJdW+RrL11rHFHaTK18Ary8UFroVbeBSFbcTYhXlCJFgTK82y5L86vnumQ3di3tcNBrR0i7fz0mutRkeomxo7IkztDqhMR599Wi9/f7/uc/lG3qAytDUiZZHjOqFGZ5czo4kymEqVkrGnTff3uG8vv/vpuNw0dNG4B/+nW+sggR1rQRhg3pn+fjLtyPEAO77CTJZK+1ou+AMiZn7t3N7uJsobreW7fv4vxFaXJaKbQCGjesl+eC3Nl7kkvwUCfukZgTd1dXtK4mmbzsu+ZYEuddV6SxsmutuqyOyEfiTAup9r6urzlzqtRImwkar+T2WY5W10v1vIcN5T2yDJuR6GVQFW29dMEhygIIMnFaaziHR7UoHdJm48W70QY59wvLFoke30Xhm+3SPIHOyRZVpAQGI8FBr50bb9OqPV0wapcti9KA0rNXo5UCXyN3WHM5e/6SIm329vLC5Imjlb9RIE3Ome4uLkLeUVppVqmyyFpRNv2YGVkrqiWVa7BJQv7ktNeRlFywGVZkVDS+/ylrEeLDd1/Kd2JOF1lZNlveSftXFufC19Lg4kwr8F07t4Ofr1QTvXf/EcTExFpU2ty7Z+c8nbXlRaOwSlWEQ2tpIqtfr2NN4KmvpnGbHiaLAQ2bKOaQclcEe7Dl4nnRF5N6j/cuJX3hjQNKuQ2dIy0UkUdCoJc3WnIAkA0yWaOx/35iAk7fc4zWRevPnUFyRobI8Mqqp9LEF0NGiOstudE/sXCBqG82hz8O7FGUJs93yVKJMRIc9NqRy5GR4rZqUBl4ueWWgDq9oZVB4rz67ElkaDRmP8+3P/yubD86YUQ2Ix5ZHkOTjkBvb5RWKGvVsmo1syXOxGcfvaHIxa9dv4V3PviqwMd/8b9fkJQsGWL06dkFXTq1zfexsrRZrl9lsiNPlqm2x9PTA717dlEWIIx7UltT2iwvRpUmaXPOoJdMXhyl9+uduDjRC5XoxuqIXFDLv6ahle0ucZYXiwY0agxv99JzXe9iqOu9Gh2Fu/FxcBRk7whSFHE9b3aCfbIWWGmxxhGQ524PNwkTNb2lDX9PT/zxyKPC2Ira032+daPJ/7v90gW8smqZ2J7UtoPSBonJgoNeB2hXVK+USJtz9eylTG+mVkic5x7cZ9Zz3Lh5G8tWrld680576jHlbyTjXW2ohyiNrs2W6NdL+Pv5YtYPnypZwLl/LsbGzVkZQmOoh+zcBUvENmV3jeXROaHvRzYWoZVmJjfyxYpct8m8KJuL87rNxdplKSmp2LX3oNimeuuundrlesy5iLu4ECm1Fnu4FEmbZaiHJU06UjIzcCJcMo6yNzuvXlIWSdmYJG8GNZL64cryYntIMylTRQwrJdJm40WHyg5W10uSXTmY4wXWvOlVT67rtX/QG52UpKjASotrc140r1wV7/WT/G++2rYJu0woAbx4PwKP/j1PlPZ1q11XZIzzUnCVdjjotSOXoiJKTbuiPHv2ksT57A1x36eb15vcS5b47qc/RNaLGDNyiKhLlNlw7qzocUo9z8gIobQjB70HDW0bzKFj+1Z4/plJyu/PzXgnT3nth59+C60hI0aZ/IYNpFX/vCAn6TRNpmiYLtccM/k7a5IhRa+enRVDsB279iMxyfRzJScLl/yHtLR0sd2pQ2v4+ORWQqw6LS0atapSTQRZpQ3K0JGhlSP1691hcFjtVrseT2byYaChrvfI7Zt2yTZSqxFaKCFpptxzu7Qg6nrlfr0OEvRS1vmWoS6SF1gLDnoP0QJrqn1bF1G3AJqj0OJJh1I+N3imU1f0rtdALNw8uXABYpKTClwsGDVvNhLSUkU8MW/8JLFoy+SGg14HyPSWFhOrPCXOZ2/CLUMrBtvPt5gm44i4HyXa4shZxRenPZ7t74tPSPKYwY2bwtPNDaWd1tVqiHYeNCCeizC/5c2brz6HRg2lGsLIqBi88Mr72UwvDh4+rvSQ9fLyxBuvPGuS3KxzrdqlUr5kCnRc9zLUM226cE7U9Hbr3F78np6egS1bdxfpeRMSk/Dplz8pv48bPTTPx8lmQA+VonYRjlzXS+cb9V0kuJ43fxpWqKjUn687Z3uJs1xLR21WqLSktOFo/XrlrCEdF6GGLDSTO6tYxttHBJvyGGMvlhikzSOatyz1Rn00B/h51DhU8PMXppbPLP47T7MxMs6bsGAObj6IEd/joklPiPp1Jm846LUTlKW8YqjPKo1BL/XsrVC+LKDRIfOgFAT9vn+3SQYkP82aj4wMqXfskEF9lPY6BGWLZTlTaZbH5KwRIcOookicCcowzv7pc0mSTgHRui34d/EqsU2D8LsfZtX6PvPExGxZ97zgVkWmQau8BB3PNF4MMpI4F9XF+fuf5iAqOkZst2zeBEOH9Mv1mBsx0Ypr86DGUuasNCK70ZIywVyFhDUWSMlshuhSO38VRWmHso2yxNnWdb3xqanKtae0uDbnpLPhnHGUul55gZUc8ZnCe8Pbs66XOpkcuiUp/0aG8dyNKOvrh1/HTBDj2sYL5/DLnuzlZTT/en7ZQlH7S5ndvyY+XupMJ82Fg147cTsuFqmZmaWypjdXz95rEfBOyRAOi2+vlYKp/IiNjcPcPxcpv09/fkou8x0ynqnoH8DtCYyQZcRFCXqJRg3q4p03XlR+f+2tT3Dz1h2sWb8VBw9LhkfBZYLw/LOTCzXjOX9fkvVzjVXBkDySMvTRyUk4cec2+vfppqx+kxEVZXzN4c7dCPw4a77y+8z3XslTJrvakOVtUL4CaoWUQ2mljayQSE8TraMcwbWZFq9oIsQULnEmB3+qh7cVq06fEFmXEB/fUnvtEXW9gUEOke1Ny8xU2iH2qle6pOZFlThvvXjebq2Llhw/Km4bVQwVPwwUZc9L3aV2nO+t/y+bx8T/tm/GomOHxfb3w8co6iQmfzjotRPUA5Ogur0gb6kdSWnj8cfGKq1YUnacVGqiyIEuP2b/8Y/iENy7R2c0bZx9BXfxCWngHBHWkp0a86jr3X/9apEvas8+OREd27cW21RT+tTzb+CDj79R/v7qjKcR4F/whFxumE51orVCSkebrqJCruNtq9VQJM4hIWXQoV1LZf9v27nXrOf76LPvlVpeyhrLz5UTuUfiQEPGrDQrJGQ3YHtLnHdclqXNnOUtjDZVq6Ocr59YRN144SxsxR8HpPNxTIvWcC2l9XS0iNbJQfr10gIvJRYk7wgOBgpCrne+mxCPsxG2X+CjOckSQ1naKM7y5uL1Xv3EXIASOpP/mSd6T688dRwfbVwr/k5B8diWbWz9tZVIOOi1cz1vnVJmYmVM1SqhmDPrKynbFBUPXJcygG+tXZlnbzLqEzvr97+U32e8MDXb38mwgoI6YmTzvCf0pZV2NWoqFzXZ2MNcKMv4y/efKAsV+w8cxZWrkhypRvUqmDRxZKHPYdyqiJ0FzWhdZJCdGUucX33zE5N79p48fV4YWMkqi/ffmp7n4yITE4ThmXitxqU76M1e12s/MysaC/caep+SiRVT+Dgl9+y1lcT5ePgtocYgJrXrgNJMVl2vffv1ylJd9o4oHFKPNK9cJdt+syUn74SLdmw0JxgeVjpLAwqCFtF+GztRGORdi4nGhD/n4KlFf4u/DWkShrf6DLD3WywxcNBr50xvaZQ2G0M9Qj+Q29scvQJotcJsacHhA7keO/+vpYiNjRfb7du2QPu22QPbpYYsb/1yFdDEUMPKSJDcW25zUlSJs7xQ8cUnb+W6/703p8O9kJ6UVBe53eBAy06aptHbYGZ1LPyWcGgcM3IwKleqKO67HX4Xj06djkxDmURBq+jvfPClkuGf/Oho1K5VPc/Hrjt3RjyuSlAZ4SBd2pHreinotZfsj757cqOnmq32LF8zS+JME3hqkWarLC+1CinNJQFEJ4ODM03OqZzFXsiqop4G6S5TMLJxoj2C3kXHDyuLjLI8nskOqeN+GDFWbO+4ckl0wKCFil9GjSv1pl/mwEGvnZANm0qjiVVOnntmEkaPGAwkpwFnb4n7Pli/WhiDyFD9IhlYycx4/onc8hiD8x9leTmLaPm6XhkKvAYPlGpMZEOkIQ/1MSkbQi7dZJzRpZbkBs0UTOOKoWLBgo5vMmUJDPDHX3O/Fy7ZxJ59h/Hme18U+Bybt+7Grj1SX15/fz+8NuPpfB8r9zcd2LAJn0NGZQExycmKOsde0uZWVavD18PDLu+hpNGldl34eXiI9kHyQpu1oDFNXnCd1K4jSjvVgsoogcteO5UFULAtdypg7wjzjBNpfpCQlgZbQYvhy08eF9uj2Xy0QMgV/nHDGFMpIBD/PjpVtNdjTIeDXjshT6DqlSvY6bY0QAHqd1+9j9YtmwGnbwAp6YhLS8VH6yQ5JrFo6X+4e0/aZ00a10evHp2yPQcZzcgGSVTPyxRU13ut2N/Xt1++j84d26BunZr44euZJgVIcvsIqrkjmQ5j2r6Ws72bL54Tt2FNG+Knbz5SHvPbH//gz7+X5vn/Go0mm7v2yy88geDgvFfSaZFp51UpwGJps0QZHx/R7sSedb3yd0JZRMY0qBVaH0OPdmtLnBcdOyJqR6m1iCyrLs0Y1/XKRlL2cm0mdVPNYPaOMIWWVaqJVjdUC7/TYJxnC3ZduSSc6d1dXDC4SeltkWcqnw8ejvnjJmHrtBmo4B9g77dT4uCg1w6QTPFBSrLY5kyvhKenB/6a+x0qlSsLHJfq534/sBcXI+5Cq9Xi2x/nKPtvxnNTcwVZsgkCBXbkIMnkRpZGXoiMwINk6fgrKmXKBGL1srk4tHs1GjYwzVwnq1URO2maQ+/6cuuiC0rrnGEP98eM57Nq2l96fabol5yTBf8sx4VL0vlUpXIonnh8XL6vQ0E1GWUE+/goCySMfet6kzPScejmdbHN9bxFkzivP3cmT48IS0AKjLkGafOENu2FBJ2hOto6dnVwZu8I8yEFVo869WwucZbNR2mRivvLmlbfO6RpGAe8RYSDXjtwMVLKSPq4uwuJAiNRvlxZ/D3vB3jefQDEJEKvVmHU119j1epNuHZdkj1TT97Bg7KktQQFAksNdvdsYJU/dcqWE83LiYOGibStIAngkds3xTbLzcyja+16YjIt9uEtaR8Sb732HPr26iq2MzM1mDD5BdGWSIYcnj/54kfl9/feelEsLhUmbe7foDE7nxvRsYaUtdp7zfZ1vaTKoIUIkuq2qFLVpq/tDDWKlD2iBWbqY2kNaCGEFhGptdWjbdpb5TVKInKml3qvhseZZrZnKWiBY7shU8n1vObRy2CcSEGvLca6lIwMrD4tde7guRtjCzjotQPkUic7N3PtaXZIuvnLNx8DhyVJ301VJp77IqstzgvTHodLjtX0vdevCldiV7UaDzdpboNvsGRCx5ql6nrNZeeVS2JxgoLuZpUkl0jG9NY5cuZVljgTdB7M/vlz1KkttTWKjIrB+EnPIzVVqsf67qc5iIqOEdstwhpj2JD+Bfa0lFf3WdqcnfYG5/N7CfG48UDan7Y8b4gONWtzFrEI5003Q+ZqjaENl6WZe1DK8vZt0IgNeIwgtRWZ4RF7bZztJeM3KtWghUI548yYRi+DCutOfBwuGMrFrAm1x0vKSIe/pxf6GsoRGMaacNBrx0wvS5vzZuiQfnjlkdHATWlxILlhJUAFhFYsj5HDBiIqKRHnI+6JeqEVJ4/jux1blJV9qsFjTOvXaw+5Wfc69TiLWATkul7q12sM9UX+Z94PwqCKOH7yLF545X2R8TU2fpv53isFOjzuuHJRTD583T1YRpsDqpuSe0rbegJP3wvB9bxFgwzZ5LpeS2eu6Dq0ypClmtyWDazyb11k23NGXryjvqZ+HpLhH2Ma5fz80axSZZtJnOcf2i9uR4S1gKebm9Vfj2E46LUD3K6ocN545Vl09y1H2mUg2B8Y2gFx/Zoj9P3XUWfm22j/zWd4aPaPmPTPPMUgaRT35jU5a3X8zm2btPIgaLK5jVsVWaRf76m74SLjaAxleuf88qWiGlm8dDUGDn1MyfgO7N8THdu3KvD5ZWlzr3oNePJRkMTZhotF5P1w+u4dsc31vEWjf8PG4rwgie3Ju+EW/X7+PnJQSM+plQj7FDhO0CvPB2gsY8ynV90GuVRF1uBKVKRybEzk0gDGRnDQa0fn5jrcrihfKCu14LtPEBJlMFzy80aKTpNttT7I21vUqVL28okOXfBQY3b+K4ymoZXh5eYmJmvHbkt10tbmSnQkbsc+ENs8OSwa1M9blgvmtQLfu2dnvP/WdOX3Gzdvi1tXV9esPtgF1MCtP39GbPM5lDcdatrezGqXwbW5vJ8/6pdnl/+iZq7aVauRbWHHEuh0Osw9uE9sT2rbgdUrhdT12qosgAwaSd5M8LWmaMiLBVQHn5huvdZFfx6WsrxhlaqIH4axBa42eRUmmxunbOxQryz36C0IXx8fHPnhO3y8aBHq1qqBulWroKyvL0J8fEVtKLnYMebh7uoqWhPQCitd1DoaJia2WHmn1i/Uc5YxH8pW9anXAHMO7MXmC+cwoXW7XI95/tnJOH32ApauWKfcN2niKNSuVb3A5z5w87roQ0umP3JGmcnbwfnmgxgxia8RHGKzet6uteuw90MxGNCoiRjr1p07jbf7DrTId0PKFToWqG50fB7nIiPV9dKYT/1y/zp8wGL7viCoJzMtjNNCUZOKlfhrKAKtDS0FqS5615XLigu6JcnQaPDPkUNimw3gGFvCmV47mViR6VJNQ50Ykz+B/n74cuoUTO3RE11r10XDCqFi9Z4D3uK3LjpQzH695rePYLlZcZAD0u2XL4hMfV6B8ff/+xDNmjZU2kq9NuPpQp9XzoDR+UXmP0xuSMLaqGKo2F5gyFBYmx1K0CuZMTFF46FGTcUtBV/yWFRc/jC0KRrcuBnK+kr19ExuJreTap3nH9onAh1b9ecl7wg2CS0aNLfqbhhz5P1paaiNWHRyErzd3DE8rKVVXoNh8oKDXjvV81LDdO7px9jTzIr6f8p9X61FukaDPVeluh1uVVQ8yInUw9UVienp+bpve3t7Ye2Kefj5u4+xZe0/CAmRJNH5QVkR2dl2kCE4YPKGZKzEgsMHrD6BvxETLTKJ8mIEU3SqB4egt0GyOXHBHzh5p3i1vXfi4rDBUA4wyRDUMXkzqnlr0ZoxKinJag7axmMZ1/NaBrnV02YrtS6SDayGh7XghVbGpnDQa6egt065crZ+aYYRtK5WXSy4JKSn5XIDtjQHblxFSmaGqCOW2yUxRcPH3UOpkyvIZITKAh4Z/TBq1qhW6HOSuQ+VW1BWhEx/GNMm8CSVtYW0uXZIOW6FYwF+GztRSG3JoXzkH7OKVWNKWUudXi/q7DsaVDNM3pByZHSL1mL79/17rLqbzty7i/uJCWIso0wvU/y6XvLiOHFH8oewFHTubbssKS5Y2szYGg567dSuiC6YDGMPqI3DCIOk6Mfd2636WvLKOwVr3JLAchJnS7WTkKXNZPZDZQNMwRN4+byR5a3WljZ3q8NZXksQ6OWNpZOfQuWAQEQmJWLEnFmISU4y+3morOBPQ5aKsrwsoTVd4kwmcNRq0FrI0vXmlaog2MfXaq9TGiDvDbnH8RurlwvjNktB9d0ELUKRvwjD2BIOem3M5UipprduOXbjZOzHs527KX1HT4RbdiU3r6C3ex2p6T1TPPoY+vVSfaIlnITXGiSHA1nabBKTDP1Yd129LFpuWAOaYMqZ3i4sbbYYoQGBWPr40yIAJkf5MfN+Q0qGeW3byOU8IjFBKFfGNJcymEzBNK5YSfTMJf44aL3Foi2G+lNZmssUj88eGiZcyQ/cuI5/jx22yO6kTgHU6ot4rG0HXjRibA4HvTaETvirMVFimzO9jL0nIrIE7Mfd26zyGhEJ8Th7767Y5npey0Dmd10MK/ATFsxR6j6LwtXoSJy/LylPBjXmel5TCKtcBc0rS+015hla1liaMxF38SAlWUwIu9SUvmvGMlDrp38fnSJq4w/fuiH6vNN12VTmGjL8w5q1QKC3N38tJvJ4+07iduHRQ0hKT7f4fksy8jnga41lIOO+Jzt0EdvvrfsPcSkpxX7OTRfPiT7znq5uGBVWcO94hrEGHPTakOsPohXX1dpluaaXsS/TOncXtytOnVD66FqSJSeOiluSFNZlOb/F+OORx4SbMLUZGjNvNhLSitZLcc2Z08oCSPUywZZ7g6Uk2/v30YNIy8y0+PPvvHxJkWlyYGUd93qq8aVFhY3nz2LGiiUmmfVci44SLXGIx9nAyiyGNAlDsI+PMOFbarguWJLdVy+LuZW/pxdasWTWYrzeuz8q+PkLp+WZG9cU+/nmGxYKhzQN47GNsQsc9NqQiwYTq0oBgaKukmHsSY+69UVdDTk4z9q706LPfTnqPj7ZJPWLHde6HcuYLEiIry8WPfYE/Dw8RKZ2yr/zi+TCneXabPk+jM6McBz18ERsSgr+O3PS4s+/44oUWHE9r/WgVkNfDhkutv88vB+fb9mQ72MpE0xmPh9tXCt+b1apMppXrmrFd+d8UGZd7i1OhlaWdgSWW+t0q12X2xla2Mfg40FDxfYfB/fhePitYrmekxs0wQZWjL3goNeGkNxTrVJx1otxCCjT8awh20vmLNSM3hLQivuTC/9CamamyCK+1L23RZ6XyaJBhYoi40vjCTlwv7tulVm7hyRmJO8kWNpsvou27Egry10t2eJrv6F/Nrcqsi5T2ndWxqbPtmxQslBRSYlYe/Y03l//Hwb++gOqvvc6un3/FZafOi7+PrktG1gVhccM++3MvTvK2GMpuFWR9RjWrLkoqaGFipdWLClym8O/jhwQrud1y5ZX2iYyjK3hoNfGF9m7M7/ErNHjbfmyDJMv5EZb3s9fyM5kV9Li8vX2zTgWfgvuLi6YPWY83F1d+RuwkpPzRwMfFts/7d5h1ve37qwkbSZZc6MKofz9mAmZsBD7b1yzqCOt3OKLat7aVuOJobV5u+9AjG3ZRmxPX7EYzT7/EHVmvo1xf/6Ob3dsFUZ/9H2QoU/T0Mp4rksP5fGMedBYI/dLtmT7IpKdX4+JVtRLjGWhhYqvHh4p2hzSdb0o8wQKlBcY/m9im/as/GLsBge9NobatlCQwTCOIjt7okNnsU0SZ7nmvKiQ/OmLrRvF9jt9B6EhB1RW5elOXRWp2IwVi0Vtmynf0ZwD0qRzUKOmPAEposmL7Eg710KGVuQk/Nqq5WK7a+063OLLRhP674ePQa+6DUQWSjaGC/HxFX2r3+03CKufmIZbH3yGXS+8gpkDh/AingXaF608dbxILaPycjp/Y80KsU2lOpUDg4r9nExuyJND9gD5YMMaRCclmd1OKjw+TiyEj23JrueM/eCgl2FKOTQR8XZzx534ODEZKSqpmRlC1kyruh1q1MIzhrZIjPVX4akPskanw8S//hCZj5zQd0KSzf6zvkf3H/4nWh5R9mpEc6nvLGM+1KeVWHjsMJIziu9I+9aaFbgQGQFfdw98+tAw/kpsBGWw5k+YhI8HPYxfR4/H8VffweV3PsK/j07FjO69Rb9SkrQzxad3vYaoElQGGVot/josta4pDp9v3SjMyGgcnDlgCH9FVuTlnn3EokJcaoqQ/pvDfEOW96HGzbiHMmNXOOhlmFJOkLcPxrVuK7Z/3L29yCYj769fjUtR94XB0i+jxomgirHNpP3P8ZNRMzhEmCtR/1GamMjZw9/370brrz4Wks39ht6+PerUx8opzyCsktR+hzGfIU2aIcjbGwlpqVh+suiLRcSq0yeUjPH/ho4UrakY20FBLfkbUK12jeAQVj9YCbomTDKUBsw9uFdkaovK+nNnFAOyt/sM4P68NjhHPn1IMrX668hBHLxx3WQvmw3nzyjSZoaxJzwrZRgGz3TqJiZ6J++EY/e1K2bvkR2XL+LXvbvENmWpqnELHJtSxscHCx97QrTsoIWHSX/PE26zjT59Dy+vXIprMdEiOH6kZRvsffE1LJ/ytMhgMUXHy80dY1u0KXbP3luxD/D8soVim4Iu2SSLYZwRcnGmsejGgxhsM7SAMpcrUZF4cuECpUSDMvKM9aF9Lddlv7RyiUk9rv85ekiokGgxqXPN2jZ4lwyTPxz0MgwjLkhy65qfdm0za49QVvHZJf+I7QENm2BcKylrzNi+7mr+uMdENoX6iX61bZPI/FI28uUefXD69ffw86hxoh6VsQyT2klZq6O3b4oFI3OhSeMTC/8UzumUqf/q4RH81TBOTVlfP6GSKKqhVVJ6Osb/OQcJ6WnCCZjGNFqwZawP7ecvhowQXiDkwv27wRsiPyiTLxtfkfeEmtVfjJ3hoJdhGMG0zj3E7cYL53DxfoTJe+XVVctEPTCZv3w3fDRPQOxI97r18dWQEaKVkRxEnXnjfeFSW8E/wJ5vzSmpU7a8kjGfd9D89kVk+nbgxnWR+ZrzyKPcv50pFUxu10ncbrpwVigdTIVKb2iBlWrfqYzm70cfF71kGdsukL/YrZfY/mTjOtyOfSAMMPMqi9p97bLI6Luq1UJlxDD2hnuJMAwjaFu9BtpUrY5Dt27g5z078N3wMYXumVWnTmDx8SNimx5Pq/iM/Q2WhjZtLiaDvLJug/3dtoNwzV5y/Cg+HDjE5MB1z7UrIhtPkEtw88pVrfxOGcYxoD6t5LZMhnrUH/mdfoNM+r/vd24T9e/ErNETxKITY3te7NYTi44dFgFtk88+UO4nlREFuG5qF7i6uCBDoxH3kxN6Oe5awpTmTO/KtVvw/mc/YuzjL6Fz/0fQse9Ye70VhmEMPNulu+JIG5mYUKhBxYsrFoltkjQPNMijGfsT6O3NAa8N69xI5ZCUkY4lhgWgwniQnIwn/v1TtMnpWbc+nu3ETudM6ZLJyu2L/jy8XwmOCmL7pQv4YMNqsU3lGny9sa+fwddDR+Uyq6QuAekajRgLqeyJelwTT3ToYqd3yjAOkuldsGgV4hOSULdWdaSlpSEy2nSJC8Mw1pvAVy8TLFZwqd7qzT4Dsv2dWrMcvnlDZKlWnzkpakarBpXhFitMqcXd1VWY83yzYwv+OLAPk9p2LFDiTzLAaUv/xd2EeJT19RVO55yRZ0obo5q3xvvrViMqKQnf7dyKkc1boVpQmTzPHeqfPPnf+WKRiIyU3ujd3y7vmcmiR936uPrOxyK4JaMqkjjTrUanhUarQ6ZOK+6jBUH2kWBQ2oPeH794F+XLBYuL/SvvfMFBL8M4ALRy+3Snbnjtv2WYc2APprTvhBN3bmPf9avYe+0qjoffEhc2GZIykZEI11UxpRkyaaGgl8xddl29hM416+QbyNJi0rpzp8X2r6MnsOyPKZXQNWNUi1b448BefLxpnfgh93kKkJpUrIQmoZXELS3CTljwh1hgpXrS38ZM5HZ4DqQooh+GKSnYLeitWIH7EDKMI0JS5U83r0dMcjLqfvROrr/7unuI+t8ONWoJt+YGFSra5X0yjKNQPThEyJS3XrqAIb/9DHcXF1QODBIqiKpBwahahm7LCNfTt9euFP/zfNceIlvCMKUVkilHJibi2O2bQvlAPa+pl7jcT9wYbzd3/DXhcQ6yGIYpMmxkxTBMNnw9PDC1Q2d8uXWj+J1W39vXqIlONWqjY81aaBpaWZhUMAyTfQJ/LPyWyEhlaLWiNzL95EXzylXwdp+BvPuYUk1oQCD+mvi42I5OShJKidP0c/eO2L4YeV/UiRI/jBjLMlmGYUpn0Hs/MgZR0THZ7tOr1ICrFzI1WmRkFm6MwDBM3kzv0hONK4SKbFXD8hWzycl0Oj0ydHx+MYwxLStXw4U3PsSDlGTcjosVrTxuxT3A7dhY3DbcUnuWAC8v/DJyPKAHX6cYxoC/hyc6VK8lfmTSMjNxKeo+1Co1GlcM5fOFYZgcqGwX9CYmJWPxivUmP37kkH7w9/eFJVizcTv++GtZtvtq1KiG1156DglJKUhPl1zjGIYpGm0rVhe38QkpvAsZxoxLcFWfIPHTsXLWBJ6Qe1mSWc+DuCTepwxTCJW9A8Utny8Mw+QkKNDPdkFvUlJKrsCzIPr26GSxoHdQ3+5o27Jp7kwvrRj6esPHy90ir8MwDMMwDMMwDMM4DtIyso2CXjKj2rvxX9gDcn6mH2OSU9NxLTwabq4ucHcrscpthmEYhmEYhmEYJh/SM7Uwh7x7KjAMwzAMwzAMwzCME8BBL8MwDMMwDMMwDOO02E0DvOfAUVy5dlNsh9+9L27n/bNc3Pr6+GDEkL72emsMwzAMwzAMwzCMk2C3oHfHnkNYv3lXtvt+m79E3FYoH8JBL8MwDMMwDMMwDFNsVGkZGnPNrxwW2ciqfvXy8PX2sPfbYRiGYRiGYRiGYSwMG1kxDMMwDMMwDMMwjAE2smIYhmEYhmEYhmGcFqdqZqvT6cRtalqGvd8KwzAMwzAMwzAMYwUyNFp4erjBRa0ufUFvhqFJ8c2IWHu/FYZhGIZhGIZhGMZK1KwcAh8vj9IX9Pr5eiIUgLu7K9QqFRyRazdu4/PvfsdrL0xBzepV7P12GCZf+FhlSgJ8nDIlBT5WmZICH6tMSYEyvabiVEGvu6srggN94cio9Dpcv35T3Jq6MsEw9oCPVaYkwMcpU1LgY5UpKfCxyjgjbGTFMAzDMAzDMAzDOC0c9DIMwzAMwzAMwzBOCwe9DMMwDMMwDMMwjNPCQa+NKRsSjMnjh4tbhnFk+FhlSgJ8nDIlBT5WmZICH6uMM6JKy9Do7f0mGIZhGIZhGIZhGMYacKaXYRiGYRiGYRiGcVo46GUYhmEYhmEYhmGcFg56GYZhGIZhGIZhGKeFg16GYRiGYRiGYRjGaeGgl2EYhmEYhmEYhnFaOOhlGIZhGIZhGIZhnBZXe7+B0oBOp8PilRuwau1WRNyPQmCAH3p0aYcpj46El6envd8eUwq5FX4PG7fuwaFjp3D33n2kZ2SiUsXy6NG5LUYN65/ruLx5+y5+mfMvTpw+j8xMDerWro4pE0egZVhju30GpnSSlpaOCU++irsRkRj2UB+8NG1Str/zscrYk4SEJPy5cCV27TuCqOgH8Pb2RI1qVTBl4kiENamvPO7shSuYPXcRzl68ApVKhSYN6uCpx8eibq3qdn3/TOkgJTUNS1ZuwJYd+3DvfhTc3VxRpVJFDB7QEwN6dxHHpAwfq4yzwH16bcC3v8wXg0uXjq3RvlUz3Lh9F0tXbUSzxvXw3WdvQa3mhDtjWyiAXbZ6Ezq1a4lGDWrD1cUFx06ew7ZdB1C7RlXM/m4mPDzcxWPD797H1OffhouLGqOG9oevjzf+W78N126E438fvYbWLZrw18fYjB9n/4WV67YiNTUtV9DLxypjT2hRe9orM5GaloZBfbujSuUKSEpOxdVrt9C2VVP06tZBPO7M+ct47pWZCAkJwvDBfcV9y/7biNi4BPz6zQeoVaMqf5GMVRMxz778Ic6cv4T+vbqgUYM6YjGRAuBzF69i3MiH8MyUR/hYZZwODnqtzLUbtzHxqdfQpUNrfPLudOX+Jas24Nuf5+O916ahT4+O1n4bDJON85euilVdCmCNmT1vEeb/uxLTn3kMI4ZIk7F3PvoWO/YewpwfP1GyELRKPP6JV+Du7oZ/f/9ftlVhhrEWFy9fFwswNCH7YfZfuYJePlYZe/L0jPdF4Pvb9x8hJDgo38dNee5t3Ay/i39++wplQ8qI+ygr/MjUl9Gofm18++mbNnzXTGnjzLlLeHL6e2IR+4WnJir3k4rrkSkvISExCRuXzxH38bHKOBOcYrQytHKm1+vF4GLM4P494OnhgY3b9lj7LTBMLhrUrZUr4CV6dm2vLNYQlLHYc+AYmjdtmE125+3liYf6dcft8Hs4f/Eq72HG6mi1Onz+7W9o26oZunZsk+vvfKwy9oRKP06dvYhHRj0kAl6NRiOyZzkJvxMhFh2plEQOeAnapvuOHD+DmAdxNn73TGkiOSVV3OZcmHFzc0WAvx88PT3E73ysMs4GB71W5vyla1CrVWhYr1a2+z3c3VGnVjVcuMQBA+M4REY/ELdlggLELcnyMjIz0bhBnVyPpYyEfIwzjLVZtHydqNed8Wz2Gl4ZPlYZe7L/0AlxW6FsCF5990v0eOhR9BzyGMZMno6NW3crj6OAlyBJaV5jKi2SX7zMYypjPRrUqwU/Xx/8s2S1KGmKiIzGzVt38Msf/+LilWt4fPxwPlYZp4SNrKxMdEysWDkjGWhOygYH4fS5S0JSQitsDGPvTNq8v5fDxcUFvbtLkvuomFhxWzY4KyMhYyzLYxhrQqZVcxYsxaRxw1CxQlnci4jK9Rg+Vhl7civ8rrj97NvfUKVSBbz1ytPQZGrw77K1+PCLn6HRaDGwbzcxJyCMs7wyIfKYangMw1gDfz9ffPb+y/js29l45+PvlPu9vb3w8TvTRTkewccq42xwpGVl0tLT4e6WO+Al3N3dlcdw0MvYm+9mzRcGK09OGo1qVULFfenpGeLWzT33UCEv5NDxyzDW5Mvv5yC0YjmMGT4g38fwscrYk5SUNHFLbs0/fPGOck3v3KEVRj32In6dtwj9e3dBmmFMJbfcnHjIY2oesmiGsSTeXh6oWa2KMLNs0rCuqONdvnoT3v/sR3z23kto07IpH6uM08HyZitDdbskD82LjIwM5TEMY09mz1+MZf9twpABPTFxzMPK/bKDc2aGJtf/ZGRIxzUfv4w1IWno4WOn8fJzk+Hqmv86LR+rjD2Rj7/e3TpkW8SmrFrHdi1EnS61ivM0PC4jM/eYSq3jCLmmkmGswdXrt4SRVesWjTFt6jh07dhaeHT88r/3ERwUiM+/+00ov/hYZZwNDnqtDBkFxCckKgGCMSRhop69nOVl7AnJRuf/swID+3TFK88/nkuCT0TF5JYwy7LmvGR6DGMJaNz8/te/0L51mJiMkbEK/URESvLm5JQU8XtiUjIfq4xdkcfBMkGBuf4WUkYaRxMTkxXzoLzKQqLlMbUA52eGsYQ/Ao2tPbq0y3Y/Lba0bxOGiPvRoncvH6uMs8HyZivToG5NHDp6SvQ+M25Mn56RgctXb2a7j2HsEfD+8dcyIbt7ffoTuVoP1axRVcjzSfacE2pYT9SvW9Nm75cpXdA4GRefgH2HjoufnGzcukf8PDtlHB4e1IuPVcZukFnlyrVb8gxmI6NjxG1QoL/4Ic6evyy6OOQcU2kMrleHx1TGesg149SvNyeU4ZVutaLLAx+rjDPBmV4rQy1g6CK2eMX6bPf/t36bqIXkHr2MvaBgl3769eyMN2c8CbU693BArYlImnf81DmxSCNDfXpXb9guDFtyOpMzjKXw8vTAR2+/mOvn5WmTxd/btWomfu/UviUfq4xdodpdMgKiNoQ0PsqQGdDufUdQpXJFVK5UQfzQQuG23QezKWhom+5r2awRgsvkzhYzjKWoXrWSuF23aWe2+0kxs3v/EeHsXDmUj1XG+VClZWj09n4Tzs7XP80V9ZJdOrYWMj2yhl+yaiOaNqqL7z9/O89gg2GsCR2PdFyWLxeCqRNHirZaxgQFBggjC4Lko1Oefxuuri4YPWwAfLy9xKLNteu38eXMV0XfVIaxJeTePOLR5zHsoT54aVpWCyM+Vhl7smrdVnzx3e+oUa0yBvXthkyNBivWbEHMg1h88eGraGsYU0+fvYTnXpspJNEjBvcV9y39byNiY+Pxy9cfiHaGDGMtIu5HYdKzb4oglxIvkpFVMlav3yZkzTSm0tjKxyrjbHDQawNILrJ4xTqsWr9NDDbUwogywFMmjhTZCYaxNR999QvWb96V79+bN22AH798V/n9BvXwm/MvTpw+LyZy9WrXwOTxw9G6RRMbvWOGKTzo5WOVsTc79hzC30tWi0VBlVolepzTWNm0Ub1sjztz7pIwEDxHZSIqlQg8npo0BvXq1LDbe2dKD+F372Pu38tw9MRZPIiNF0ZsdWpWw6ih/dGtU5tsj+VjlXEWOOhlGIZhGIZhGIZhnBbW1TIMwzAMwzAMwzBOCwe9DMMwDMMwDMMwjNPCQS/DMAzDMAzDMAzjtHDQyzAMwzAMwzAMwzgtHPQyDMMwDMMwDMMwTgsHvQzDMAzDMAzDMIzTwkEvwzAMwzAMwzAM47Rw0MswDMMwDMMwDMM4LRz0MgzDMAzDMAzDME4LB70MwzAMwzAMwzCM08JBL8MwDMMUgZ07d8DT3RV//jmf9x/DMAzDODAc9DIMwzBMPpw8cQIzP/wAN27ccNrAnT5fXFycvd8KwzAMw1gNDnoZhmEYJh9OnjqJjz+aiZs3cwe9nTt3QVxCEsaNG19i99+unTvF5+Ogl2EYhnFmXO39BhiGYRimJKJWq+Hp6Wnvt8EwDMMwTCFwppdhGIZh8oBkv09MeVxs9+3dS9Tv0s+UxyfnW9NrfN+vs35Bk0YNEeDng5bNw7Bu7RrxmDOnT+OhQQNQNjgIoRXKYcb0F5GZmZnr9a9cvoxJjz2K6lUrw8/HC3Xr1MIbr7+K5ORkk76v/fv3YfBDA1GtSiXxHmpWr4ohgwfh4MED4u/0OSjLS9SvW1v5fPS5ZeLj4/HWG6+jYYN68Pf1RuXQCpgwfhyuXbuW7bXo89L/bt26Rfx/ndo1xeNbtWiOxYsW8fHFMAzD2BXO9DIMwzBMHjz88FBERERgzu+/4dXXXkf9+g3E/TVr1Sx0f/36yy+IjYvFpEmTRTb4p59+xKiRI/DPv4vwzNNPYtToMRg8eAi2bN6Mn3/6EWXLlsUbb76l/P+xY0fRr09vBAQG4vEpUxFaqRJOnzqFn378Efv37cPmrdvh5uaW7+tfungRA/v3Q/kKFfDstOdQrnx5RN6/j3379uLUqVNo27YdpkydisSEBKxatRJffvU/BAeHiP9t0qSJEvB269IZt2/fwqOPTUKDhg0Rce8eZv86C106dcDe/QdRrVq1bK/79ptviqD8ySefEr//OX8+Jk4Yh7T0NEyc+CgfZwzDMIxd4KCXYRiGYfKgSdOmaNuunQh6e/bqha5du5m8n+7du4vjJ08jICBA/N6tW3e0btUCo0eNwL8LF+PhoUPF/VOfeBLt27YRWWHjoPfJqVNRoUJF7N1/AH5+fsr93bv3kJ7j338KDCI3b96ElJQU/LngL7Ru3SbPx7Rr1x6NmzQRQe9Dg4egevXq2f7+4Qfv4/r1a9i1ey+aNmum3D9h4qNo1SJMZHR/n/NHtv+JjonGkaPHlc9Nn69Vy+Z47ZWXMXLkKHh5eZm8DxmGYRjGUrC8mWEYhmEszPgJE5XATw6g/f39ERoaqgS8Mh06dhQZ5aSkJEX+fPr0KYweMwbp6emIjo5WfuixPj4+IkNcEP7+0muv/u8/pKWlmf3+9Xo9Fv77Dzp17iyyzMbvgV6/Tdu22Lol93t44okns31u2p469QnExsZi184dZr8PhmEYhrEEnOllGIZhGAtTo2ZuCXRgUBAqV66c+/7AQHEbExMDX19fXLhwQfxOmVTj+lpjIiPvF/j6o0aPxr///o0vPv8MP3z/nQhSe/fug5GjRueSJOdFVFSUeD8UXFMdb35GXjmRJeDGNGjQUNxev3690NdlGIZhGGvAQS/DMAzDWBgXFxez7pezq8a3L06fjt59+ub52KCgoAJf38PDA+vWb8Thw4ewedMm7NmzW8iVP5r5Ieb/+ReGPPxwgf8vv4cePXvipZdfKfCxDMMwDOPocNDLMAzDMPmggsrm+6Z2ndri1kXtgp49exXruaieV67pvX37Ntq1aYX333tXCXpVqrw/HxlrUQaajK7MeQ8XLpzHQ4MHZ7vv/Plz4rZGjRrF+CQMwzAMU3S4ppdhGIZh8oHkxkTsg1ib7aOwsOZo1Kgxfvttdq7WQIRGo8GDBw8KfA6qvc0JSatDQsoiNvZB7s9ndJ8sXR4z9hEcPnwYy5cty/M1IiMjc903e/avwvVZhrbpc1AA3blL1wLfM8MwDMNYC870MgzDMEw+tGzVSgSAn3/2qWhB5OPtg+o1qqNNm7ZW22eUff1j7jz069sbrVs2V9oFpaak4OrVq1i1cgU+/OjjAt2bP/v0E1GPO2DAAFSvUUPIldeuXYOLFy/gpZdeVh5Htb7EW2++IYJcTw9PNGrUCI0aN8YHH84U7ZHGPTIGI0aMFI91d3fHrZs3sWHDBjRv0SKXe3NIcAg6d+yAiY8+qrQsun3rFn75dTa8vb2tts8YhmEYpiA46GUYhmGYfKhatSp+nf07/vfVl3h+2rPIzMwUzszWDHqJZmFhOHDoCL784nOsWbMav83+VbQuqlatunh9al1UECQxpp66S5ctFf15qVVQ7dq18fOsX0XvYJkOHTri408+FdnYZ556UmSR33r7HRH0kvPy9p278O03X2PZ0qVYvfo/uLq6olKlysJFetLkrOeR+eiTT7B3zx7MmvWLeN06depi3vwFGDN2rFX2E8MwDMOYgiotQyO5VTAMwzAMwxSBP/+cjyemPI6Nm7eY1c+YYRiGYWwB1/QyDMMwDMMwDMMwTgsHvQzDMAzDMAzDMIzTwkEvwzAMwzAMwzAM47RwTS/DMAzDMAzDMAzjtHCml2EYhmEYhmEYhnFaOOhlGIZhGIZhGIZhnBYOehmGYRiGYRiGYRinhYNehmEYhmEYhmEYxmnhoJdhGIZhGIZhGIZxWjjoZRiGYRiGYRiGYZwWDnoZhmEYhmEYhmEYp4WDXoZhGIZhGIZhGMZp4aCXYRiGYRiGYRiGcVo46GUYhmEYhmEYhmGcFg56GYZhGIZhGIZhGKeFg16GYRiGYRiGYRgGzsr/AQGasjiVtb8hAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"WAVELET\")\n" ] }, { "cell_type": "markdown", "id": "03e8cfe3", "metadata": {}, "source": [ "## `MA_BASELINE` - Moving-average baseline\n" ] }, { "cell_type": "code", "execution_count": 14, "id": "e9e71211", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:47.440177Z", "iopub.status.busy": "2026-05-03T12:56:47.440177Z", "iopub.status.idle": "2026-05-03T12:56:47.499401Z", "shell.execute_reply": "2026-05-03T12:56:47.499401Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MA_BASELINE: Simple moving-average baseline for smoke tests and lightweight workflows.\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 MA_BASELINE ran univariate (96,) 0.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"MA_BASELINE\")\n" ] }, { "cell_type": "markdown", "id": "d1d25006", "metadata": {}, "source": [ "## `MVMD` - Optional multivariate VMD backend\n" ] }, { "cell_type": "code", "execution_count": 15, "id": "2ce56685", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:47.503215Z", "iopub.status.busy": "2026-05-03T12:56:47.503215Z", "iopub.status.idle": "2026-05-03T12:56:47.639381Z", "shell.execute_reply": "2026-05-03T12:56:47.639381Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MVMD: Optional multivariate VMD backend for shared frequency structure.\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 MVMD ran multivariate (96, 3) 0.083237" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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U/hadrRE0dZo9d6lK4I+ziT0b14ceCrOw3CTHeSF1V0ZJfvYxSvmBBmBSaT0azKEDOOfuvQeiJJvToV3hHCeCIAiCIAjCtClSPb2cpQv/0fs5sNr786//qv3d4AGqZleaguZQ+KMv6GaMBlHp6RkQ8eYtkzRLK7y8j3nksAEaP2ePbh2ZQy7vhcYgqpV/b9ZLie64efXooiT8my8+go8/m85uY4JgyMhJrF8WnzM9LZ2Nanr46AmTM0sNodC0CkfsnDotmDphkDh01GTxb9HdN/zyNWjn30qsDk+eOIaZNUVFx4jO0y38urO/wQo1d4nmY5fw8YUBOjW3bN0T6tapwaqa0pFPjo4OMFYib//q8w9g+JgpotwbRztt2bYXSpUsAWGXr4ouxwi6M/NAPi01DX79Yw77wZFLVatWAhdnZ4iJjYML2cZVVa9aWeP3jv3WvNqPTtPtuwyEWjWrg6WlBTOgks6vzu0z8cWn78PnX/8s3jfx/c9ZUsPJyYGNguIJAaR/3+5Qt05Njd8fQRAEQRAEQRTpoFcOBvTtwUbrSMfIcJMkrKIVJhgs7N1/VO3v0Gzp2y+nwvix2lW40fUY+0IHD39P7P3EoDLglFCxxXm9KFHFKqQ6sJcaA3CssnJpLgZ62SWsiJW1qknTsoX/wDuTpomBb15/i+AopDUr58L4iZ+IDsEYUGafI4zV5+WLZ6lUoQsSdFzGiq10njAPCP/5438qc4ExiPzz1+/g2//9LiYw0H2cO5BLR3MtXzxTbc81BvvSgF8KJhZwHJemDB3cV8VZGyXj+IPgnF1NGD1yEDsm//63hAXz+IMV3+x0aOcH//z5P43fG0EQBEEQBEFIoaBXR9Dp1q+Vt0oghgzsr52BlaHAoAcDVWcnJyYjxbm6KJfF96er+VKzJo3g0N718Mff8+F0YDCTzlapXJGNccIKtU+bvCvcOFcW5cqr1m6Bs8HnmWsyBuhY1cQeVJTwYvDVtUs7lb9DF+zN6xax2brbduyDS2FXmXs2/htLlCjG5OaDB/ZW+RuvZo3h1NEdsHrdFjh89CTcvfsA4uITwNnZEWpUrwqdOrSBsaOGaN3PLSc/Tv+MSb9xvi8GryhnR2OxT6dOVOtSjUFiK18vJlMPPHOOyZFRVoyjlBo1qAt9enWFAf26g42NjUqSY/6c3yD0fBjbb5iUQDl4RmYGeHi4Q93aNaFXz04wdFCfHI7QedGtSzuY++8vsHTFBtZPLK3KagNWsLt1aQ+r1m6G4JALLAjGpAgabuEYI1RNdOvaXivjNIIgCIIgCIKQYpGcml649rgEUUToN2g8BAWfF2+jYRdBEARBEARBEIalyBlZEQRBEARBEARBEEUHCnoJgiAIgiAIgiAIs4WCXoIgCIIgCIIgCMJsoZ5egiAIgiAIgiAIwmyhSi9BEARBEARBEARhtlDQSxAEQRAEQRAEQZgtFPQSBEEQBEEQBEEQZgsFvQRBEARBEARBEITZQkEvQRAEQRAEQRAEYbaYVdCbkZkJCUkp7P8EQRAEQRAEQRAEYW1OuyA5JQ3uP30DdaqUBkc7m8J+OwRBEARBEARBEITMpKRlFN1KL0EQBEEQBEEQBEFIoaCXIAiCIAiCIAiCMFso6CUIgiAIgiAIgiDMFgp6CYIgCIIgCIIgCLOFgl6CIAiCIAiCIAjCbDEr92aCIAiCIAiCMCTp6enw9OlTSE5OhowM7RxkCYLIGysrK7C3t4cKFSqAtbV8oSoFvQRBEARBEAShYcB77949FvBaWFiwBTpBEPKRmpoKKSkp7Kd69eqyBb4U9BIEQRAEQRCEBvAKr7u7O1SqVIkFvgRByEdWVhY8fvwYoqOj2fetSpUqsjwv9fQSBEEQBEEQhAbwCi8FvARhGKTfL/y+yQUFvQRBEARBEGZSITlxMgjOX7xc2G/FbMEeXpQ0U4WXIAwHbx2Qs2eegl6CIAiCIAgzYM685dBvyLvQsfswWLF6c2G/HYIgCKOBgl6CIAiCIAgTJyz8Gvz8+xzx9qdf/gS79hwq1PdEEARhLFDQSxAEQRAEYcIkJibBu1O+ZM7CUqnzhPe/YHJngpAyduxYaNu2Le0UokhBQS9BEARBEIQJM/2nv+HO3Qdsu3y5MuDn68W209LSYeS4j+AC9fgSEmbPng3bt28vlH2CTrw//PCDUR0PTBDhD2HeUNBLEARBEARhohw+egqWrtwomr8smPMrbFg9Dzwb1Wf3JSQmwaCRk+HW7XuF/E4JY8HNzQ2KFStW2G/DKEhPz4Co6Bj2g/NhCfOFgl6CIAiCIAgTJCLiLUz5+Dvx9geTxkIbvxbg4uwEW9cvhBrVhfmWkZHR0H/oRHjy9HkhvlvCGOXNWHXF6uuuXbugTp064OTkxH53584d8fEBAQEsobJ7927w8fEBe3t7qFmzJmzbtk18zMOHD9lj8LG5VXbxeR89egQ//vgje6y6xxckWN2Nj0+AzMxM9hMbFy/cNsKqb2BgILRq1QpcXFzYT+PGjeHQIaFn/9WrV+yYlixZEpydncHX11dlv+K/c+LEieyYOTg4QOXKleGDDz6AuLg48TFpaWnw6aefQoUKFcDOzg7Kli0LQ4cOVXmOv//+G6pVqwa2trZQvXp1mDVrlsp7xOOL72PGjBlQpkwZllgZPXo0xMfHgzFgXdhvgCAIgiAIgtAOXIR+9Nn/IOLNW3a7fr1a8N1XH4m/L1GiGOzYtAS69BoJz1+8gmfPX7LA98DO1ex3BMF5/fo1LFiwANatWwfW1tYscBk/fjycPn1aZSd9/PHH8M8//0C9evVgyZIlMHjwYLh48SILwDQBJdX42CFDhsBnn33G7iuMijMGuJGJiZCUksz64VVITADLmGhwdnIEG2sbg7x+MUdHsLTUvO6Ivfq9e/dmx2XlypXsvmvXroGjoyMkJSVBu3btoG7dunDgwAFwd3eHTZs2QefOndmxadCgATtXlCxZEtasWcOC0Vu3brGgNyEhAVasWMGe77///oPNmzfD2rVrWWCLn4kzZ86I72H+/Pnw/fffM2k8vt7x48dh6tSp7D2899574uN27NjBPjsYdGMiBANnDLJ//vlnKGwo6CUIgiAIgjAxVq/bCgcOnWDbdna2sGTen+z/UipWKAfbNy6Gbn1HQ1RUDOv7HTRiEuzetoJVgwn5qOvZjlUJc0NaO7SQecc7OzvBjTDhs6ALycnJsGrVKihdujS7jQHpqFGj2P1Y1eV8/vnn0K9fP7aNVT8MbDAIXr16tUavgwEuzl7FaiQGX4UFBrw1fv620F7/7ve/QAlnZ40fjxXZqKgoFvhitRbh/8cgODo6mgW6mLBAvv32Wzh27BgsXLgQ5s6dywLsX375RaX6jrexCrts2TL2e6zA16pVC/z9/VkFvlKlStC8eXPxb37//XeYMmUKqxjz17958yZ7HmnQW7FiRbECjMqBQYMGwdGjRynoJQiCIAiCILTj3v1H8PX3f4i3f/juU6hXV1gEZ6dO7RqwZd1C6DNwPOvvvRR+DUaM/ZDdlz1IJnQHA964PIJeYwalrDzgRcqVK8eqg1jtw+CHg7JZKX5+fnDq1KkCfa9FEQ8PD5gwYQJ06dKFVVlRRozJh9q1a0NoaCiTN2OFV0pKSgrY2Cgr1cuXL4fFixez6ivKjTMyMthjXr58yY73uHHjoFOnTky2jP/HSnGvXr2YlDk2NhaePn0KrVu3VnkNDJD//fdfFpSj5BrJXvXH58YA3BigSi9BEARBEISJgL13E6d8CYlJgiyznb8vvPfOiDz/pnnTRrBm+WwYMup95uh8KjAEPvt6Bvw386cCetfmD1Zb83QHltxm/awF9NqaIA2O+PvjMmBN4XLd7C7I+Hk1NpxtbCDkA0Fejbi5uoK1lZX4/hMTEyE5m6mVo709q3rzfaOvvFlbUE6OcuLDhw/DkSNHmNQYJcl4jLBCu2fPnhx/g/27yNatW1k1Fquy7du3Z0ZmKF1/5513RPMuT09PePDgAXvuEydOsNfC1zh79qxW/2Z1nyVtPkeGhIJegiAIgiAIE+GvWYvgwqUrbNvd3RXm/TtDo/7A9m1bweK5f8D4SZ+xhf2Gzbvg5+nTwN3drQDetfmjTl7MjJISEllFLXsg4OHuplVfpzEQFBSkUsnDns/69QWXcOwZRZ4/V5qlYRXxxYsXKs+BlUOsMhYWeEySkpKhuKOQKHCwtwcnp2xBqIsLpKamQXyCYHLFsQMLcNFCliw32J+LP2g4NWnSJNaH/dFHHzGJc16S8ZMnT0KjRo3giy++EO9bv359jsfhc2AFGX+++eYbpgDA3l28jQZXGCj36dNH5XlRCcCrvMaOaX3bCIIgCIIgiijnzofB3/8uEm/P/usHKFdWKUvNj359ukKPbh1Ec5xDR0maakhSUlJVAl4rS0k1MSkZTA3s4925cyczQsIACo2Spk2bJlYV0V0YHxMeHg4XLlxgPaPSnmAE5bMYPGEP6Zs3bwq8EowBLw+6Meng6ChUQ7Nja2sD7m6uYGerbAFISU0tlID97t278OWXXzIHZ9xvWH3FfYiGYiNGjGD7tEePHszNGeXLISEh8Mcff4ju2thbe/36dWYkdv/+fVi6dCksWqQ8jyB//fUXMzJDgyys+KIcGvuvUUKNfP311zBv3jxWcUZnb5RKY9CNwbGpQEEvQRAEQRCEkYOL7ckffSNWnoYN7gN9enXR+nl6KoJeZN8B4+i1M0cwqYBVXo6jgwO4uChlyGgShTNiTYmZM2fCb7/9xqqGGEBt2LCByWI5GCi5urqy3t9hw4Yx46NSpUqpPAdKbNE1GAM2rA5LHYIL4juEQS8HHZrzku5iUOzi4sxG+HCwAlzQ4BgpDDTRCRmlzAMGDGCjo9BRGZMKWHH19vZmrsn4+/79+0NwcDAzrEJQ2jxu3Dh499132bFDKTQGuVLwuOHxxedt2LAhO75btmxhxwmZPHky/PTTT/Drr7+y+9DYCrelJlbGjkVyarrxDaPSkYSkFLj/9A3UqVIanB2VH1CCIAiCIAhTJvRCOHTqMZxtVyhfFoICdoKri/ZSy+joGKjRoA0LyjAQu3c9EBwcVKtxRO5gJQzhsl51YGIiOiZWTFDY2tiw4AkDLDS74tVfvN/V1filoejSjAZKWAHkgZSpgdX1uLh4SFVUlrXZ9/g3sbHCTFtrK2vWVkAU/nctJU27pBFVegmCIAiCIIycI8eUM1OxyqtLwItgD6+frxfbRjOsE6eCZHuPhKKPN17ZC4rVQjSa4hVFJ0cH4DZWGEwVRuWwKIL7mQe8uP9z9PHmgY21NVhaCCFTekZ6ofYkE7pDQS9BEARBEISRc+xEoLjdqYPq6BB9JM5795PEWU6SkpPF4ApB4yOpYRVuSyvrCYmJORyPCXnB/Yv7mePgaM/6VTUFExa2kvFe2KtNmB4U9BIEQRAEQRgxb95EwsWwq2wbpZXNmjTU6/m6d20vbh88EsCkzoT+YLCbmCiMkkKwmmhjk3NQCga9PBDGqmFyNndnYwPnwmLgaKrSZjwmvPKOwS46NmtLdkMrSlSYHhT0EgRBEARBGDHHTwaJi+z2/q20qlKpAx2fcXYvEhkZDUHBF2R5n0WZjIxMiI9LUAmS7CUGSNkrhyhzVheUEfKCCR2svmtqXpUb1tZWKokKkjibHhT0EgRBEARBGDFHJdLmju39ZHnOHt2U1d59B4/L8pxFFWaSFB8PmVnKaqK0j1cdOK/W2tpaZXYsIT8JEgdtdGG2sbHR6XnwWGav9hKmBQW9BEEQBEEQRgpWAI+fOCN70NuzW0eV0UUk19Sd5OQUUSKOwRF3as4LodqrNFPCaiRVD+UFR0KlSY6LtLquC3bZ+nrpO2NaUNBLEARBEARhpISFX4M3byPZduNG9aBUyRKyPG/NGlWhds1qbPvpsxcQfvm6LM9bFOEjiLh81lpD+Tn2+0qrh9KqJKE/qZJqLErNpYZiuoAVfCtLKzEZZWpzlos6FPQSBEEQBEEYKUeOK0cVdWwnT5WX07O7stq798BRWZ+7qJCekcF+EBxrg7JlbXDMPsJI4vxM6IdUgqztcclV4iyt9pLE2aSgoJcgCIIgCMJIOWYAaTOHRhfpT6pkfA2OtdHWJIm5CUtHGCXQCCM5wCosl4tjhReNqORAGjzjsSeJs+lAQS9BEARBEIQREhUVDecvXmbbrq4u4NWssazP79m4PlQoX4Zt37x9D+7eeyjr85s7GPBIq31SqbI2sBFGFkpn4NTUolHtxRFIP/zwg8GlzXhcdHFsVgcGz1y+jsZlpjrua+XKlfnuk4cPH7LHBAQEGGQM1tixY8Hsg97HT1/AklVb4N2p30OPwROhY99xMGbyV7Bq/Q4VW3GCIAiCIIiiPKqIj7Jp18ZHdPuVC1zQdu/aQcXQitAc6egafaqJeBxQ5qyuR9gQFEbAYerSZilY0RdfR1LpNyWGDBkCL168gKJEoQS9+w4FwKYd+6F82dIwdkR/mDJhOFSqUBYWr9oMkz7+n8l+gAiCIAiiKBAdEwunz5yDNOo/NChHj0tHFbU2yGuoSJwp6NWKFBmriba2ylE6qWnpkKmYy1xYSCulpoahpM2c7KOLClrijNVlfV/TwcEBypQRVB5FhUIJetu29oad6+bBD199AIP6dIV+PTvBz99OhTHD+sLdB49hz8EThfG2CIIgCILIB5wn2rXXSOg1YByMefdT6mkzEFjhPWaA+bzZ8W3ZDDw83Nh26IVwePHytUFex9zAoEPazys1ONIFDM5sxRmyWZBmoKATK7wnT56EVatWsSAdf1DqilLjr7/+Gj788EMoUaIENGvWjD3+7t27MGDAAPDw8AB3d3fo2LEjhIeHi8+H0ld8joMHD0KbNm3A0dER6tWrBwcOHFB5XfwbX19fNiu3Zs2asHnzZjAUhpI2S/uwpTOW09IMK3HGY4bV+fnz50O1atXYPnz27BlMnToVypcvz/Z5kyZNYOvWrSp/9+uvv4qPL1myJHTu3BmSkpJylTfjMalRowbY29uzY3X5stBakZ/cObtMfcOGDeDj48M+L/i5ad++PVy4cAGKZNBbt1Z1ZumenQ7+Puz/9x8+KYR3RRAEQRBEfsxduJL1fyL7Dx6H3fuO0E4zAJev3oTXEW/ZdoP6taFsmVIG2c+4eO/aqa14G48pkT/o2JyhkJ7jGBsMhPRFKsNNMVBf7+zZs1lAMnjwYCZvxR+UuiJz584FV1dXOHPmDGzcuBFevXoFfn5+UKpUKRYoh4SEQN26dVkAhr+T8uWXX8I333zDgtvmzZuz54yKimK/w0Cre/fu4OLiwp5j9erV8Ndff8Hr168N3mctt7Q5t2qvocGgcf/+/bBt2zYWjI4aNYrt602bNsHVq1dh8uTJMHz4cDh06BB7/Pbt2+H3339nx/vOnTtw5MgR6NGjR67Pf+nSJRg2bBj079+fPe9nn33GgmpdSE5OZp+F8+fPw6lTp6BChQrQpUsXiIwURq8VFvI2h+jJ6zfCziimyDgSBEEQBGE8YBVw1pylKvd9+78/2CgdJzXJbEJ3jhpwVJG60UUbNu8SJc7vjB1q0NczR9fmH9YmwK1nelb8sjCYFgJpgGSwttbs+WqXt4YfRzlr9Fg3NzcWCKqTt2K18JdffhFvY/WuUqVKsGDBAvG+OXPmsOBrzZo1LDDifPfdd9C1a1e2/dtvv7Hfnzt3jgU769atYwHw+vXroXjx4uwxK1asgIYNG0Jh9VmnLR8FkCgE5bpglQXgqDCxwoJpmpU1KCZP5Y2jB9iMX6PTa+J+xOOHlVZMTGDSAKupyMSJEyE4OBj+++8/ts8fPXrEji8eExsbG3YcPT09c33uf/75hyUr/vzzT3a7du3a8Pz5c1b515Zx48ap3MZjjRVfVANgYA5FPejNyMiEleu2s0xZp3at8n38q9dvIeKNkAHlZKHznbUDpKVnsH4IgiAIgiDk438zZkKiQh7HefrsJfw5cyF8+9VHtKtl5MgxZdDbto2vQdc1fr7e4OhgD4lJyaxX+3VEJLi7uxrs9UwZrCSixFO1n9cGbj1LgYt35T5Gmj+fLj2e2f/G29tb5b7Q0FBWAXR2Vg2osXJ7+/Zt9lj++MaNG4vbZcuWZf9/+fIlu+/atWssiCpWrJj4mPr167MATvocciCtkPNqbK7Pr8fLYnyLnwPh/aOTcxZYahT16nas6tSpw6rw+LeYTMC+XqygZpd1V61alT1m0KBBLEFRuXJl6NSpE3To0AH69u3Lqu3S98D/f/36dSZPl763Vq2EeIwfI+nfZP83SO/DSvTPP/8MFy9ehDdv3rBWjcTERHjw4IHav8tvX+V+7rMwzaB39sJVcPXGHXhv3BCoXLFcvo/fe+gELF+7TeW+qlUrw5fTPoTY+EQywyIIgiAIGbly9QZs3rqHbWP15LuvP4Uffv6L3Z6/aBV07doRqlapRPtcBmJj48RRRc7OTlC9Rg2IjI436L5t1aoFHDl6ki2md+09Ar16djHo65kqKGm2srQUXbVR2owVxVrlrfQKojg4Boc/NwZV+Pz5ga+tbSClLnBxcnJSuQ8rpv7+/qyXNDs8AOOPR5l89ufDv5fel9t7lCvozcpWgccKZ27PbTV2ld6vl56SyoI5BPux8buq0fvU4VhJjw1+PjARgfLh7PB/c7ly5Vgge+LECfYzY8YM+Oqrr1iFGAPh7EGvuveWPcjlPcD4+tLHcUNDvA/3B/YOYwJl8eLFrNqMygLsEcagPPvz57cv8PuW27nPw10I4E0q6EXX5m27D0Of7h1g9NC+Gv1Nzy7toEWzRjkrvfhFdHYEJwfDaPgJgiAIoqiBC5M//5kr3h4/Zii8P3EkXL58FbbvOgBp6enwx19zYNPaBbKbxhRFAgODRImmf+uWULqkIGE0JH17dWZBL3LydBCMGTnA4K9pirx5ZamyUEcDK/zM/zhSM3lxfuBzR0ZFs20LsAAPD1fZv1MYhGDgou55pfeh3BWlqdwsSR388dwUK/vv8AeNrRYtWsQkzljtRbD6GxMTk+M19SGT9Vkrpc02NoYNc/DYJyiCXm5mZYjzn3Qf8+MSFxcHCQkJeUqW0ZCqW7du7Ofnn39mAeiOHTvgk08+yfGceIzOnj2r8v6DgoLEx+AP9nYj2AfOH4fVfD76CO+7efMmk12jTJ7L19EA6+1bQZ0rfX51n5nsYIKpmLv675a2qZJCD3qXrdnK5vP26OwPn3/0jsZ/V7pUcfYjJSEpBe4/fQM21lZga+APOkEQBEEUFbbt3A+h58PYNjr9fvP5FHad/eXHL+Dw0ZMQn5AIAafOwqEjAdC7R6fCfrsmD+5LTucOrQtkTdOjSzuYam3NKr3HT5yBjPR0cHCwN/jrmhq4SOeVWGnQK+fzY7UOq2dZ6OKclq63M3R2qlevzvpC0ZkZey255DV7EIL9nMuXL2ey2OnTp0PFihWZazD2ZmI1r3Xr1hoFvSNGjGB/j+ZL2O+L8mg0ScK+Yk0CH12lzYZOwOHzY4U3VTxWacwp2ZCvh6BUGV20UcKMPbgY+GJCAXt6seL+3nvvwbJly9jnFCuu2Pd77NgxiI2NZbJy6T7n/8dA2MvLizl4Y0/ujRs3YObMmeJjhFnSjkzyjP2/GNDiuQIfj8E1fwzKq/H2vHnz4IsvvmB9wfj/3I51fsdI2Mfqz38paUKCw6jdm6UBL0qUu3VqA199MpGywwRBEARhhCOK/vfzP+Ltbz7/ANzdBcNJdBT+ctr7yt9N/wMSE1V7fgntK32qo4oMM583O3hMW7fyZtvYt33ilFDlIVRJkHy+ra2sZXFtzssZ2BDzctFpGat+OJYIR9ngiBl1lC5dmlX/8P84tgj7ctGI6P79+0w+qykYLKH5FQZmGIRhEIxBFq8cygHr/SwA1+bsoIkZJ0UirTYkGAju3r2bBb3Tpk1j/b7ozLxnzx6W0EAwmYFVenTaRsftmTNnwsKFC5nJlTrws4BGY1u2bIFGjRqx5MSsWbNyPA6TIChtR7kyuj1PmTJF5TiiURk+DyZVsHqMATjKquU81rpikZyaXijTrzHYxaC3a4fW8O1nk5gMQV94pbdOldLg7Gi4TAtBEARBFBX+mrUQfvnjP7Zdp1Z1CDy+XZxRiWB1w699f7h15z67/dnHE+G7r3QbdVGUefQqA75eGceqYCHH1kDam4tQo3QanA1Q9S8xJEtXbIDPvp7BtocP6QvzZyudfAmBY8cDoGSJYlCufAVwcnRgFSy5wQqdVOJcrJg7FYbyAauO0TGxbBtjCg93twLZZ5mZWRAVFc0qvUgxD3dZYhoCmAQeweq0HJXeQgl6sX935rwVULpUCXh39CCwtFT9UOIH1Ttbv64mUNBLEARBEPLx/MUraO7bQ3Rs3r5xMbRvm3PCwsnAYOgzUGhRsrW1gbMBu6B6tcp0KDQkLjETBv0aA/dfqi7irCzSwLeeI7SsYwMt69pAvUrWYJVtzST38a7XpD3bxkDr9uWTKgmOog4mePbtPwTVqlZiQS+uVw1R6UViYuNEgyAXZ2fZJc7mWIHHhBHiYG9foCPUYuPixSqzs5MT2NtT4c0Yg95COZPdUAy1f/X6Dcz4Wzn7i9OkUV2dgl6CIAiCIOTjp1//FQPeLh391Qa8iL9fS+jfpxsztUpNTYOvvvsNNq8jUytNyMjMgk8Wx4kBr1VmPGRYCsYtGVk2cPpaGvtBXBwsoFU9G/hysBOULy5/sFWubGlo3rQRc46OjIyGoOAL0MavBRR1UDqbkJwFwWeDRYMxTAYYKuDlEmce9GJARUGv8UmbpceKvz4eMwp6jZNCCXq/+2wy+yEIgiAIwji5eOkKbNyyW1zgz/jh8zwf//P/PmNGVlhxOXL8NOw7eBx6dutQQO/WdPl7WyKcuioENz51LGHf7H6Qae0BLuVawMAxX8G5OxnwKkowTopLyoKDF1Lh4esM2PatO9hYy1/17dGtvTgu6dSZkCIf9KalZ8H782Lh5JU0KGOVCVO7WubouzUEqJiABGEbE0nSkTGEKpiI4MkIlBbjSLWCROoSjcZjdKyMExKdEwRBEAShAi7avp7+u3j73fHDoGaNqnnupfLlysAXnyoT2l9//zuZWuXDjqBkWHZIqKRXLW0F3auHQXpaKmQmvYJWNePhn4lucOpPDzg0wwN+HOnEZM7IzScZsOSgYQzDWno3FbfDw69DUef3zQks4EVeZtQHK8fyrNPW0JVXYeSOcLyxXxQdgomcpGdkQVJKBoAFBrqWBV7l5ceKV/1xznJGhtLdmzAeKOglCIIgCEIFlCmHhIaJvZ1fSoLZvJg8cRTUqlmNbT95+hxm/beU9mwuhN1Lg+9Wx4uy5QUfukDQGWFOLtKxnR/7PxsDUsYKhrV1gMUfuUKV0sLSbd7eRLjzTJgNKicNG9QRjXguhV9TmUlbFJMSa44ns21rSyGQsbC0xv9AUqqFwfeNHVZ7FaQWkDOwKZGSlgWxiVmQlmkDljYuYGnrCqmZ9hAVnwVR8ZkQk5AJsYmZkJCcydoIDAlPUCBp6Wkmn0jINPD+Kgwo6CUIgiAIQqMRRfmBVZY/f/lGvD1n/nJ4+OgJ7d1svIzMgCnzYyEtHQB9qf59z4VVeo8ez3tUkb2tBfwyRpipin/7zap42RfzaMRTW5G4ePM2Ep48fVEkj9/Vh+kwfY2QlHB1tABPiyUQd+0/SExFp+AMSE7NhJjELBYgGApp1ZLNgi3CCYjs4H7HPuvcwF2FBdf0DAyO0SwuCzINuP9sVBzt5U9GFSQJyVkQnZAF8UmFV7HGzzpK1uXsm6eglyAIgiAIkWWrNsLTZy/FEUVjRw3Sau+0beMDfXt1EedWzlu4ivauhORU7BGNg4gYYQH+xSAnaN3AFm7cvAvPngv7HYPOShXVz0H1qmUDI9rZs+3w++mw6qhQiZSTJp4NxO1L4VeL3PGLjMuED+bHsmAJ22h/HW0LAYd3QNKDrfDw1jlIz8iEt6+fQEaGUGlMSskySEDKJM7WNkqzJpI4i/tCGvBmpSdCZloCWFukgYOtBdjbWICtNYCNFYCVItLB3BD+jaESB6p9vaaboMjIzGLJAiT7dJ2CAvfd48eP2f/t7YVznRyQDz1BEARBECL7D54Qt3/47lOdRtZ899VHsHPPIba9ftNO+Parj8DdzbXI72XWK70yDq4+EipB/X3tYFwnYVF37ETeVV4p0wY4wonwVHgemQn/7kyADo1toXJp+SoiTRrXZ8cNCQu/Bn16di5SFcSPF8WxfYt83NcREp6dEl3Mr10Jh37dW0NsbDTEx8WI3w8MDwwxnhU/Mzi3l72GhQXNgFUEsMqYEm9kikkCdWZfuPv4wzGOM5QfmNDLK7zSi+fPTNJ4LCtL2L+g+DwXxr8AK7w84K1QoYJsz0uVXoIgCIIgGPEJCRB6QejldXJ0gPZtfXXaMzWqV4HOHdqwbXRzXrdxB+1hAFh0IAn2nRN6M5tUt4afRjmLC+Oz5y6K+yi//e5sbwkzxghjjZJTgfUGy9mDp1rpFWZlFhX+2Z4IwTeFnsxOTWxhUncH2L77gPj7rp3bQ40a1aFEMXfIsrCFp28y4MHLDDZy6v6LDNBydGi+ZGRmwp17D+HO3Qdw995Dk60gygU6mON+xn3+7E063Llzn+2bh4+e5hpk4h57HCH8zb0XKE03zD58+zaSvRf8iY6OBVPkieLz/DQio1ACXi7rd3Nzg+rVq8s6J5wqvQRBEARBMILOXhD70fx8vfVyQp307kg4fOwU2168bD1MmjDSoHNNjZ1jYSkwa0ci2y7jYQlz33cFWxvlsvLyFaVTcrMmDfN9Pr/6tjCglR1sO5MCIbfSYPPpZBjq7yDLe61ftxZbbKanp4tmVqZYtdKWvedSRDftamWs4I/xzqzH/fDRU6KEtWf3DmzfVKlSBapgD3xKFvy9LUE0vGrTwAaWTHWVdX99+8NMCAwKZdsbV8+Drp3bQlHk4asMGPlTNCSkZLE+6y5l9sC8OX+x3330/jjo3at7rn+bdicNRv4Vw6S7pT0sYdd0dyjmIm/t78mzAHjnfcHToEe3DrBuxRwwtf07dVYU257YzQG6t3cCc4IqvQRBEARBME6cChL3hH+blnrtlXb+vqKT86PHT+HgEaUzcVEDDWG+XhHPpIP2tgALPnCFkm7KJdibN5FiH3XlShU0Ng77arATlHQTgqs/tiTCi0h5yowODvZQt04Nth0TEwsPHj4Gc+fmk3T4dmUc23ayt4D5H7iAs4MlhF+5znrTkdatvHPI9B3sLOD74c7Q09uO3caZy/tC5XValsrLedtAUSM1LQs+WRTLAl7klzHOcPtqsPj7Lp3yTgQ0q2kDnw1wZNs49/qzpXGym8D5tGwmys8xScFnB5sKBy+kiNvdmgufZ3OCgl6CIAiCIBgnTykXke3a6CZt5mCl6713Roi3Fy5ZU2T3MlYB0Q0VmT7cGepXVhXaXb56Q9xu3LCuxs/r5mQJP4wUZM5o0vP9agyss2Tr6y0qEufo+Ezmpp2kiFX/nuAM1coIx+himNLIq1mTRrk+xzdDnMDNUUhA/LIhnj2nXPTu2UmsHO8/dAJSU4ve+KI/tybAtcdCEIlGbl2a2cGVazfF3zfS4HszvrMDdGwiqFcCr6XBgn3yzrp2c3UBz0b1xGTRlWu3wJQ4eF4IeiuWtIR6lcxPlUNBL0EQBEEQ8PJVBFy/eYftiTKlS0Kd2tX13itDB/UGN0Vl7PSZc3D1umktAuUgPjkTVhxWSmb7+easoGA1kdNYsWjWlE5N7KBbc1uxyrgrWFmt0Yem0r7eMPMNerHaN21pHDyJEILUKb0coIOn8hihkReniacyEZCdEm6WrPKOvI3LYkGaXJQuVRJ8WjRj27GxcRAgSU4VBY5cSoHVxwT5eN2KVmw/v454w85ZSLWqlcDFOX8pLiYOfh/nzII65L/diXDmurwJBFQDcPCcZyo8fp0B1xVJha7N7MyynYGCXoIgCIIg4ORp5ULav7WPLIseJydHGD18gHh70dJ1RW5Pr5VUeT/o5QhWasaAhIUrg15eKdIGrB67OwvP++vGBHgTo3+V0bNx0TCz2nwqGU5fFYyr2jaygQ97CRJYjrTS29Qz717r/q3soEVtYcTQ1sAUCL6ZahCJ8669h6Go8PxtBnyzQpiX7GiHM61dwc7GAq5clVR5G2iujnB1tIQ5k1zZSCMURUxbEgcvozIMEvQGmlDQe0BR5TVXaTNCQS9BEARBEHDipLKft62e/bxS3h0/XOxz27J9L7x9KxilFJUq73JJlbebl3pjsPArN3RawHOKu1rC98OEShcG2D+tF4IEfahXpwbY2goBXPjlaybXn6hplZcbV5Vyt4S/J7iozCaNjomFe/cfse1yZUszBUReYKLo59HOLKBCpq+Jh5S0LANInI+LY4zMmbT0LPh0cRzEJAr78MeRzlC1jCC7lQa9DRvU0ep5sb3gO8X3JTIuCz5ZHMdeSw5atmgqOg4HBZ9nZnCmJG2uUMIS6lc2P2kzQkEvQRAEQRRxsA9UWult28ZHtueuVLEc9OjWnm0nJ6fAyrVboKiwDqu88cJi+v2eDmqrvNHRMfDw0RO2Xb5cGShZsrhOr4VGSu0aCUHqwQupEH5fqF7qCjp3N6hXm23HJySycTnmxtFLqfBYIWvGeclYBZQSfllSgZf0OOdFldJWMEVRLX74KhPm7xUcu/WlbJlS0LihoAKIioqBG7fugrmD8uOL95Qzrfv4CDOtkcs6Vno5Q9rYQ+8WQkXzwp100VldX5ydnMTWgLj4BJXPkLHyOCJD7Jc2V2kzQkEvQRAEQRRxbt2+By9evmbbdWpVZwtsOZk0YZS4vWzlRkhL0y8gMwXQWGqZospbtbQV9FC4+2ZHZfGuhYlVdnCh+t0wnPsr3MYRRvpi7mZWvAqPbs2DWysDKs7FsCtqe5zz450uDlCrvFAtW3IwCW4/k6fa59Oyqbh9NvgCmDOvozNVxkdNHyEYtnGkJlbaVnr59+XHUc5QvaxwnJYeSoJrj9KLZF/vIYm0uavCH8AcoaCXIAiCIIo4AdIqr798VV6Ob8tm4sL0+YtXsGffUTB31p1IyrfKm13azCt5ulKxpBW0qidUe/edS2Hyan1oIulhNbeg9+LdNLikqCIObm0HLtmqvDn7eTUPem2tLWDGaCEBkZ4B8N2qeMiUYTwON7NCgs9dBHP//qQpFPX/G+EEjnbK7098QoKoPChVsni+svPcwGTH7EkuYqJo1dEk+YPeIOMPeg9cSBWlzQ2rqDrLmxMU9BIEQRBEEUeln7e1/EEvVlUmTRgp3l64dC2YfZX3UP5VXt4vq4+JVXYGKSqWiSkAB/ScFyt1K74kCQDNqcprZQkwpqOD2sdIXas9G2kmbxYfX92GjdZBwu6nw/oA/SvvPt6SSm/IRdnGUxkbSSlZsOGk0q25ZR0hkcO5fuOO+G/XpcorpVZ5a2jXyFZMFEXIYALn3dxT7Ic/G3zRqEdMPYnIgKsPheRPFzOWNiMU9BIEQRBEEQalxmeCQtk2GrC08vUyyOsM6NsdShQvxrbPnQ+Di5eU0lFzY/2JJIhSVHkn93QAa6vcF5IqlV4Zgt4OjW3BQ+HkvEVPiXPtmtXAwcFenCVsKqY8+fHoVQYcuZQqOtWWK57TuCci4i08ffaCbVepXBGKFXPX+nU+7ecIpT2EpfY/2xPhZaR+ZmDY712jehW2/ez5S3jyVHh/5sauYGUv/NhODjkCscuS70zD+voFvcjojsJnHCvLGwL0r/Y6OjpA86aN2XZiUpKKYsDYOHRBIm1uZr7SZoSCXoIgCIIowpy/eJkZFSFezRppNO9SF+zt7WDs6EFmX+1NTMli/YFIldKWzGAqN9DoRg6ZphRbGwvo62MnVhj16SfFJEgjRSUNTchu3r4H5sDKo0lsXA0yvnMuVV7pfF4NTayy4+xgCT+McBKr/z9tSJBV4nw2xPz6elEGvvKIkKwp5WapViUh7efVxcQqOz51bMQe7A0ByZAqg+O2qfT1HjgvJH/KFbOERlXNV9qMUNBLEARBEEWYgFOGcW1WxztjhorjPHbsPggvX0WAWVd5ezjmWeW9eu2mKNPEfl65pIVc4oxs1bPaqzKvVyL3NVWi4jNh2xlhn6BstkEuPYy69vNmp4OnHXRRVNDQLfrwRWVlTRdaejcx677eU1fT4P5LoSKO8nDsj86OSqVXT3kzgt+70R2E5MfbuCzYF6rfMTKVoPfpmwy4Ikqbbc1a2oxQ0EsQBEEQRZiAU0EFFvSiK3S/3l3YdlpaOnNyNtcqb+VSltBLMRJFM2mz/hUrTo1y1tC0uhDM7TybolflShrwhYUbr0xTU7CSl6xosRyXS5U3ew9zEz2CXgRnwro4WIhuzvqawpmzg/OKI8L+sbcFGOKf01EbJfbXb95h206ODlCtaiVZXrd3SztwV7QFoKGVvv3SXs0aM3ULb+dISUk1amlzt+Z5n6vMAQp6CYIgCKKIEhsXD+cvCr21KGtu1kTp1msopIZWK1ZvZrJZcwH7ASPjNKvyItIZno21NErStNobnZAFR8N0X3BLpb3G3JuoCSlpWbD2uBBU4aga/waqBkkcDHguKQJ8rH7p22td2t0KBvoJQUX4/XR49lb33l7sLy5dqgTbRrl5ZGQ0mAs3n6TD2RvCOLN+PvZQzCVnmHL7zgMxgKxfrzZYWeXsx9YFe1sLNrsXuf44A87f0a9/3c7OlhlaIXiOC70QDsbGQYVrc9liltC4mnlLmxEKegmCIAiiiBIYdA4yMoQFuF8rb1F6bEiaNW3EqiDIm7eRsG3nfjAXx9mliipepZKWrHKUHypBr57jirLTtbkdG8mir6EVGic5Ozmy7avXbxllxUpTdgenwJvYLLGX1zKXMVJoEvU64i3brlWjqix97tJK2kHJXFRtwSBcZXRRqPlInFcqqrzImE45q7w5+3n1lzZLGdHWnrl5I6uPJZm1xPn52wyWgCkq0maEgl6CIAiCKKJI+3nbGVjaLGXSu8pq79IVG8AcwBEr2A+IvN8z/ypvYmKSaAzl4eEGFSuUlfX9YMDLTbTOXE9jo0l0wdLSUqxCoyT9hkJaaooGSXxMUXEXizyTEhdllDZzsJKGZkHSCpssZlbB5hH04qigPeeEZEDbRjZQrYz6BJzc/bxSyhSzgq7Nhf7rIxdT9arIG3vQe1DyGSwK0maEgl6CIAiCKKIEnDpbYP28Unr36AQlSxQXXXLfvIkEU6/yLjkgOGBX1LDKi32JmZmZsptYSRnUWvk+tivMm/SVOEtdjU3NIOneCyGIGdXBAexsct/fYSrOzfIEvXh8uaGVvhLnli2amp2ZFRrApSkUxTimKDfkdm7OzhiFoVVmFsDa4/qZwGE/vKOD8HznL4azRJexcFChNijjYQmNzdy1mUNBL0EQBEEUQVDCefvOfbZdvlwZqFmjaoG9to2NDbTxU1ZBgkx89MqOIEmVV4Ne3pzSZvkX70jDKtZQu4LQ87j1TApk4EpeTzMrU+3r5VVeNEga1la9dFatc3MTeYJepLuXPBLnBvVqiZJrTEIYUzClC8mpWbA+QAgw8fOKI4Ry67XmQS/28tapXUP29+JZ3UYc3YNtAWhOpyu2trbg01JIUKSmpjFDK2PgRWQGG2fGZ/PmJvM3NyjoJQiCIIgiXuX1b92ywHu6Wvl4idtnzp4HU+aYwiiqhGveslkp4VcM18/LwWPKDa1eRWXC6auCSZC2NPGUVnpNL+i99igdgm8K//b+rezBwzn35a9gYiVUerHHvUG92rK9DwymuMSZz0fVBQz4vL08RTdjnLVtyuwKThHHfI3r5JDruejpsxcQFRUj9lo7OOSdvNCVMR2F541NzIKdQfpVe1v7Gp/E+ZBE2oy9/0UFCnoJgiAIoghy8rSkn9e/4KTNnFY+zcXtM2dDwZSrVOduCwFV6wa2YKNmrmh+44o8Gxsm6EV6t7ADW4V6UVdDK3QMdnNzZds3bt6FpCT9AoHCqvJiLDWuY+7SWeTBw8cQExPLtuvWqSFrYIXBHA8yLj/QT+KsYmZlwhJnTDJwAytMGvE+9PykzQ0NpI5AujSzg1LuQoi0+lgy6wc3p77egwqVQWkPS/AsAq7NHAp6CYIgCKIIkZqeBXefp0NAEFYaLcRKb0FTq2Y1sa/32vXbEB0tVHBMDQx4UxQFVAx6NQEdkK/fuM22XV2cWVBpKNydLdkiHjlxOZUZBukSrPG+XnT7RhdnUwFdaveHCov8jp62ULm0lebSZplMrKR0Uxgl6Stxbumt7Os9G2K6Qe/pa8pe6xHtHMA2j17ry1ckQW99eU2spNhaWzAnZ+T+ywwIvK6bQgLBcVdcio6frfiEBChMXkZmwMV7CtfmpkVH2oxQ0EsQBEEYJShl6zPoHRj/3mcQoRgfQuhHekYWjP47BrpPjwZotgJKdj8KZbruhEmLrGHSf7Hw/ep4mLMrATaeTGLBgiHBQMq3ZTOx2mOqfb2BV1PFKmKreup7EbNz49Zd5oSMNGxQlzkkGxJuaJWeATrLNVXMrEyorxcrdRmKOP+dLnlXeZFLYVITK3lnJ8spccaZ2jY2QpUu9HwYkzmbIisUVXg7m/x7rVVMrBoaLuhFhvjbiwqJVUd175lGibxvS0HVgscouJATFIcuFk1pM0JBL0EQBGGUfD39dybB3b7rAHToPgxu3rpb2G/J5MEA4OJd5eLYwtIaMq094OrDdDgengqbTiXD3D1JMH1NAnT5Lgou3tW9wqEJfDGInAk6b7KuwNw0Kq9eUSmXpf28jQwn0+R417Jhs4ORLYHJLMmgLZ6SANBUzKzQhGizQtLdpLo1NK2Rf1LioqRnuYlnQ9nfU3aJ89M3uiWXUHbNnaXjExLh6jXTqb5zbj1NZ+O0kD4+dlDMJe/vj3RcUSMDVnoRfC+8Px974e+90D2pgDPQjUXivFcxFgrl202rFx1pM0JBL0EQBGF0YN/gnn1HxduPnzyDzj1HwPGAM4X6vkwZXFzP3ilI62wzoyDu+nxIvLcJmleOgRa1baBqGStwdlBK3VCyO2luLDx4abiKbytfaV+v6QW92JOJ8kekdQPNqrw5nZsN18/LQQnjQIWh1cNXmXD+jvYLeKnUVzrSx5hBWXN8khDgj1aMoskLlG5fVhwbOztbqFdHfnfg7BLnQxd0lzj7SEYXnTXBvl5pBXVsPr3W2P7w5Olztl2hfFnw8HA3+PuTfmbW6DG+yFj6eh9HZLBxWUgPr6IlbUYo6CWIAgJ7uLZs38sqV7pk2QmiKDFzzmJxmzt5xsbFw6ARk2HZyo2F+M5MEzzn/LA2HpIUyraY8L8h6f4mSL23BJZ8WhbWfO4Gh2Z4wMX/ikPYvOLwzRChBy06PgsmzI6Bt7Ha94FqQr06NcHDw41tX756A2Ji48CUkLoht9GwnzeHiVUjwwe9SD9fO7BSrPp49VMbMNAoUbwY2751536h9yZqAjfucne2gE5N8j8+t+88gATF+B/sGcXRWoZALomz1MzqbLBptQe8iclkrs08YVSjXN5Vx8tXJf28DQxb5eXUqWgNLRXjk3acSYaYBN3Ogw3r1wZ3d8EILuzydXYtKwz2Kaq8SM8WRUvajFDQSxAFwIWLl8G/00B49/0vWY/iwOHvwb37j2jfE4Qa7j94BNt2HmDb2LN2bP8G8GykNNGZ9tXP8NX3v7FtQjP2h6aKMtwW1eIh7lkg2/Zu7glOTo4qj3W0s4CxnRxggqL/8UlEJkycE6vXvMrcwF5WvnDPzMyEkHOXwJQ4rejndXW0YPJmTcC+Pm4E5ejgADWqV4GCoLS7FbRtZCsaKMUmZupsZoVJFKmpkDFy51k6XFIY9vTzscvTIIlzMeyKuN3EACZWckucWyjGFnEzK1NKqKPMXtHWDuM75V+FV3FuNrC0WcroDoJCAhOGWwOTdR4x1cKriXiewzVhYQa9lUpaQoPKRUvajFDQSxAGBMc6TP/pb+jUcwTcvH1PvP/YiTPg07YPzPhjjskPlScIuZn13zK2MEBGDO0HTZs0hH07VkLP7h3FxyxcshaGj/kQ4uKNv9pU2GB14peN8WJwVinzkPi7dv6+uf7dZwMcoYe3ECRdeZgOny6OY0ZYcmOqo4vS0rMg6IaQSEADK2srzaSCWCVNThYWnw0b1GYL4oJikJ+dKF3fE5KiZ1+vMkA0RqTVbD6rOD+ksm1DODfLLXFGiS+qJZCIN2/h/oPHYApgcL7rrPBvrlLaEnw1MICTJlkaGXBcUXbaNbaFiop++I0ndeuHR1p6C0EvElwIyb3bz9Lh9rMMscpb0HPZjQEKegnCQJwNuQB+HfrDnPkrxAV8mdIlwVlRVUlNTYO/Zy2Clv59YP+h43QcCAKrik+fw4bNu9i+wGDg4w/eYdtYjVy9dJZ4Gzl09CR06TVS7PMi1PPXtgR4Eyss1L4c5AQhQQHi79rmMaoI+73+GOcCXrWEigAaXc3YkCB7NamVj5dJ9vWG3U+HhOQsrUYVZe/nbVQA/bxS2jS0FeePbjujfaDVxLO+SfT1pqQpg6qmNazzlc6qM+gyhHNzdolz+eKWohJDjtFFQSYicb7+WNkL36uFvUYBWGFVeq0sLWCwImny6LVu/fBICy/lcQoJLfigd68kyZXXLGRzhoJegpAZ7HP64ttfoXvfMSoS5jEjB0LI6T1wLnAv9O/TTcWgBytWQ0a9Dw8fPaHjUQisWL0Zhox8H4JN0AjE3Jgzb7k4emNQ/x4q80tRCvvDd5/CfzN/ZmMgEJx12qHbUJUeSUJJ6O002HxKWOxg8NqpUaq4sHdzc1Wp3KkDJaHzp7hC9bJCNXJ9QDIsOSivOgX73VxdXdj2pfBrJtErKpU2I34ajipCpJ/VgjCxkoLV6N6KXj507H74SjtZLXcL5sfKWDlyMRWiE4SEBA9Y8iM1NVUMrDA5XbNGVYO+R6nEGZUUukqcfVoqgylTuYbtDlZW4fnnMS9QGXH7zn3xvFWpYjkoSPr62gH3fNqmo8QZkyh8xNT5C+EFOmIKE5X7FLOqa1ew0jgJZG5Q0EsQMoImVb5t+8HiZevEakiliuVh5+alMPvvH8HN1QXKlS0Nyxf9ze6TXlQPHTnJqr5//DOfmV4RhgeP0S9//AeffPEjqxoOHjEZ7t57SLu+kHj5KgJWr98mLgg//ehdtY8bNbw/7Ni0RDQGeR3xFt6b8qVJ9bMVBKlpWWzuLoJrrZ9GObNeMq48QVmxJtJaNydLWPqxK5R0E1Z9f29LhD0hujuZZgffg4+iWoV92udCw8CUgt5a5a2gTDHNJcrScUWejQs26M1uYCM1ttGEsmVKsR8Ek7rRMbFgzNJmdCPvpuEs0us37zIFFq/AF4TsvGsz/SXO0kovKsyMnYzMLNh3TvjuNK5mDZVL57+fcVwdDxIxSVbQ0lzsh+fu7AfOp0B8cqZOI6a4NwWOmLp24w4UFNg3/iQis0hXeREKeglCJrA/F02qsHLLeXf8cAgK2AFt2/jkeDzeF3hsO0z/5mN2MuTZzN/+mgffTP+djouBwQDp599mw1+zFor3oaPiiLEfFpqzYlFn7oKVYsKnb68uUKtmtTxHQBzbv5G1DCDYMy+VvxEAiw8miRLCSd0doXpZawi9oDRQ8W7WWOPdVL64FSyZ6gZOdsJi86vl8RB8M9VAfb3nTcJ59trjDK2lzZhw4LNGcSRO7Tw+44aibkUrqFZGCDR2h6RonSySqgPCJQG8sfDoVQYE30wTq4gOis9sflySSJsN3c8rp8S5YoVyzFkbwZ7eV68jwJjBY/M6RgjAemnoIHz5WuH080oZ6Kc0tDqoo+M2N7NCQgqwKs9n8yI9KOglCELfmaLYn8upVrUS7N+5Gv769VtwdhJGf6gDFz1YzTp3eo+KSc+6TTtFoxPCQONbZsyEmXOWiPdx2RGazEz+6BuxGkYUDG/fRsHyVZvE29M+npjv31SvVhmGD+kr3t65W2nQVNS59yIdFuxLZNsY4LzXzUGU1XGaaxH0IvUqWcOcyS5s7E1aBsCUeXHMIbcomlkFXlcuerWZz4vVUT4Sp37dWgYbiZMXWCXjwQbOYL7xRFuJszLovXRJGSgakyswZ3AbzaTN2ft5CyrolUvi7NtSObooOMS4Jc57FGOK8DzSw0uzoPeKpCWgIPt5sxtaeTgLCRRdXZxbSuYqF5SZFVbWcV410qS6NVQoUXDGecYGVXoJQgZ27D4obvfp2ZlVcKUXIU0ytWuXz4Y2fi3YbQx4Q86b1ugOUwED3u9++Atmz1su3jfp3ZGwa8tysU9034Fj8Pe/yiQGYXgWLFkNiUlCMNC1c1toUK+2Rn/Xt3cXle8hSZyxmpgF09fEi+NAfh7tzHpzMZETqhiVgdJNXYx6sKqJz4fEJWXBd6vjZdnnjRvVE03+Lly6YvSu9oGK8U8OtgDNa2geuIZdvqbyby4spBJHqcGNqff1oqP29jNCQIIjWTBRoymXwq+qNewyNFIXZxwlpbeZlREHvcmpWXDoYqroeF7cVbMw5IoRVHptrS2gd0vhe3PxbjpLGGlLi+aeBW5mde5WGkTECOfoolzlRSjoJQgZ2LVHWWGaOmU8ODrmP3NOHe38lTLoU6dD6NjIDC7Ov/r+d5i3aJV435T3xsBvP33FkhS///yVeD/KzA8eVrrcEoYD+wIXL1sv3v7s4/c0/lvM+mPFF3nw8AkZWilceUNvCxHv4DZ24FVLCMqwXz1G0YNZv16tHPN5tZH5DW8nVNBwDurJK0IAqA+YcGqhGOmRlpYOoReVFWljTCqcviYs3FvUsdFo/isn/LLUxKpwFu8I9lHyucIofcR/k6ZIkyXS6qgxEHAlVXQqx8++pmCSBRVbiIeHm4qBnqHB41ChhLAcP6CjbJbPujZ2Myt0gOeO5zyAzA9M1l29Jsy1trW1gVoGNhjLi/6tlMqBbYrkijaULFlcvF49e/6yQCYPcGmzpQVAdw37280VCnoJQk/wQomSWF6x1WegfdvWyqA34NRZOjYyghfOz7+eAYuWrlVJUMz44XPRFOOdsUPZXFgeIE+c8iUZWxUAS5avF/uocW5s86aNNP5bPHb9pNXeXQegKPM2NhP+3CK4H5dwtYDPByjbK0Il0mYvLfaxOj7o6ciqnMi/O+UZY6QyuijIePt6rz1Oh6h47UcVZe+BLWjn5uxwifPLqEy4cFdzmXqJEsXYtQ7BRfvriDdgLGw+JQQi+NnUxrDn6vVbzESNB/UFaZSEr9WlmVLi/CRC+wpi7VrVRGO/K1dvGq0vBZ8N7WgH0LGJZscHk5lo/ITUrVOzUFoCOHUrWjMFAbIzKEWnueUqfb0GrvampmfB4QtCIqVlHRso4Va0w76i/a8nCBnYKanyorRZn4slynbQjp/LxozVGdMUA95pX/0MS1duFO+bNnUiG38jPV64/c/v30OzJg3ZbTK2Mjw4nmbBkjU6VXk5fXt3Fbd37D5UpCXOyw8nQUyi8O//Zqgzc17mnFdImxEvicxOF3DxNKqDgzhz87BCslgUzKxOK6TNSOv6mge9+Lnk44qwsl2vbi0oTLp52QI//fFgRFO8JP3g584bR1X+RWSGeGy6e9mBs4PmS1zV+bwF08+bm8RZFxdnHOfGJc54vZP27hsL0fGZcOqKcJ7o6GkHjhoajHHjN6RRg8JTR3D6txKCdTTjCrymvcqlpULRgoQYuK838GqqeD3oqaFpmDlDQS9ByChtlvYX6gL22bXx8xYvXIFBxm/oYuzgfvz48x/YLF7OF59Ohu+++khtgsLe3g5WL/sXSpYozm6TsZVhWbF6C0RGRrNtn5bNVAIfTUFDID7+C93TpS6sRQmVfsYq1tDDSzUgO3c+TG3QoisTujiwkTDI7F2JzDBFH7DCxp3sz18MN1ozPy5trljSEiqX0nwZ9ejxU4iNjWPbdevUYEaGhQmOYWlR20bsJcWqkKZ4NVd+fkIln6vCZGtgCvCPoDYGVjmC3gIyscpN4rxfV4mzSl+v8Y0uOnghhRngIb00lDZn7+fFcUWFDSoIbK11lzhLK73BBq707lWMhkKfzs5NC/d8YwxQ0EsQeoCz43BUCoIjA3iFUB+kEueTJHHWmyXLN8DqdcLsV+Trz6fAN198kGdFvny5MrBq6SwytjIwSUnJMHfBCvH25zpUeRE8ljjiSFrtLYpgP+PbOEU/Y2s7lc94XHyC2LNYrJg7c5jXF3dnSxjfWaj23n2eobUhUnZsbW3BW1GBxtFVaGhlbMQmZkLYvXRR2qyNsif8svFIm7NLnKMTsuDM9TSdDHnOGUFVERMu2xSOujXKWYFnNc0NrJAwiSGXLgZvsrg4KyTOVx+mw2MdJM6YNOScDTa+vt5dCtfmYi4WzMRKU1QqvYXYBy8973VsIgSQx8NSITJOu0kPmKDFvnHk2vXb7NxsCBJTsuBYmLDP2zSwBVdHCvloDxCEHuzcc1g2aTPHv3VLcTvgdLDez1fU2bR1t7iNwe6X097X6O/I2MrwrN2wHV69fiOOCMF+Xl3ppyJxLpouzltPC4t+e9uco0Cw+s3HcHk1bSxbz+LYjvbgrhjj8d/uRFZt1gep670xji46eyMNMhRr3Nb1testDFMJegt/8Y5g9cdGMcFEm6RFg/q1mSqGB4xpafqbmekDBuzPI4UDM7i1vVafb2xjuXP3AdsuXaoElCtbGgpLbs45oBgxow2ejeqJx+TCpcuQmirfHG19efY2Ay7cEZJFeG6ytrLQutKLx7S+hq7+BTWzFyvX2rYGoBSdJ/cMKUVH0zCcKYxo099uzlDQSxBGIm3moLNfhfJl2DZeiNHhj9ANNFjhsjWsbmEfrzagsdXIYf1VjK3oeMhDeno6zJ63TLz92Sfv6RWI1atbE+rUqs62nz57YZRVQkPyKjpDdFHGipFLtqy+1MSqeTP9TKykYN/kxK5CtfdxRCbsCEqRzcwqKNj4JJqnrirkglaCc7POJlaFOK5ICvZ8t2koBFtYFcLqkKZVeV4RRcUGd9ctbAMrlHH28dFugY9BO0+SobS5IE2spKBBUqWSliqOu9qAx6RZE+G7ja0B0iRLYSMNDDV1bUZevY4QE6OoTnFxVhrzFSY+dW2gbDFLcWavtklWaV+voeb17junNA1r35ikzQgFvQShI7du34MbtwS5IAap2jjO5gVecP2lEmeq9urMsRNnxO2O7fxYz7S2x+Lv375TMbbatHWP7m+IUDG/efpMSOjUrV0DunZqq/feUTG02qWcnV0UwGCT9zMOap2zn1HFuVmGfl4pI9o5QEk3IVCYtzcRUtN0r/bieZT3up4LDSv0CqIUXNhy45pmNW3A2d5SOxMrxbgirPRoOoe6ICXOiSlCdcjUzKzexGSK7xsr1x7OliYlbZZeb7jZ0K2nGXD3ueaO2hyflsq+3mAjmdeLn/3dCmkz9sA3qqq59BydqKXj6YwFK0sL6OerPFZo5qcNLbyaGtTBOSZBaRrWwdMOHDQ0DTN3KOglCBlcm3vLJG3mkMRZHo4cOy1ud+rQWqfnQLnYT9M/E28fOHRClvdW1Dl89KS43b9vNxYI6EvfXp3F7V17D4lyXnMHF5W8n7FKaUtoXtM6x+/PXxCcm/E81VQG7wEpuKCa1EOY+fsiMhM2Kqpuun7feLUqMSmJudgbC/deZLB/H+KnpbT50eNn8DYyim3XrllN51nuhqBdI1twUiyKtZE4Sx3AQy8UnpnVjqBkSFfEHCht1hapq3lTT3m/G9oibUvglTptaNFcWUE0FrXLjScYwGeICRZt1koqJlYNjCfoRfr7Kj9rWO3VBkyu2KAsAT9/F8KZ8klO0E2fm4aRtFkJBb0EoSO7JP28UhMdOfBv3ULcPnU6uEj2J+oLXkSOBQiVXrzIdmjrp/NztfDyZPJovkBCyRWhH4ePnhK3O3f0l2V31qldA+rVqcm2sYosrW6aM6G30+HRayEYG9AqZz/jw0dP4M3bSLGq7uriLPt7GNLaXpT7LdyXqLFMNv/RRcbT13tKOqpIy/m8x04EitveXvqNi5IbTFp0UBjznL6aykbLaIK3xME5JLRwgl68Nm5RBBwoDeZu1Nr8vbTS1rxp4Qa9NctbQ+3yVqLEWdtrP3ojqHOkNh5ps3ZJictXbhrVuCIplUop3c8xWZSihcIFXer5aCycQXztxh1Z3xuXx7s5WkArLRN05gwFvQShA7fv3IfrN++ITr9ySZs5pUuVFBfvL19FMCk1oR0Y8MQo5hyjDI8HrbqAMzU7d2jDtnERcuiIskpJaM+Tp8/F70/ZMqWgkYwZfGlvPRpaFQX4ot/KEqCfpPrACVVUeeXu55Via2MBU3oK1d43sVmw7niSzs/l56vs6z0TZDzzegMVo4pQyl2ngnatEtJzhlxJHkNInLE6dEjDmct4napUsbz4ncZrVWEkfB6+EoL0ga3twdJSO8UVjpHiPaPoCeDhoft1Qi66K0yHMJF19ZF2FcDixT1UjklExFsobFdtHvSirLlKae2+N8Zc6ZXO7MVZuEcvpeo8uijknHxS9IiYTAi5KSToujS3BVtrkjZzKOg1M3BB/v2Pf4N3614q0k7CkNLmTrJIM7PTRlLtJRdn7Tl6PFBvabOUbl3aidv7SeIsW5UXj42crQFS1QWqMcxd4hyXmAmHLgiLSv+GtlDKPee5SNXESt5+XinY48bn1i45mMTemy5gkopL/4LPXZRd+qcLSSlZcO6WsJD0q6/dqKLExCQ4dSaEbWO/slTJYyz41rUBD2ftJc6oglE3B7qg2HxamfCRyk01RWoi1EJiLlSY9JA47e5TzFk11WovfmdeRwvngd6KxIqmxCckwL37j9h2qZLFoUzpkmBsdGlmB072FjrN7JV+3uTs60Xnb+7vQNJmVSjoNTNwkfffghWsEjn5o28gISGxsN+S2Y8qklvarHZeL5lZac3hY9LASqjS6kP7tq3A1laQCQWcOssWsoT+x0buqletmtWgfr1abPvFy9cGMQkxJlDGlqxYFw/0U7+olI7E8DZg0GtjbQEf9nYU576uPKpbby/2u/KFO0r/pHM6C4tzt9MgNV03afOpwBDmpsur2M5OxuFAm/3YdWtuJ/5bX0ZlaG1mFVrAZlaxkoRP20bqEz75IT0/SCtvhUmlklbQWDFneD8GMDyC0RBuvGgMQS+v8mJSonu2MWr5ceHiFVHebSxzrbPjaGcBPbxtxbFZLyIzdJp1LaeDM5c2l3KzBK9aJG2WQkGvGYEB7rc//Cnexh6u5as3F+p7MkdwjND1G7fZNs7zk9sJldPK10t0Gw48c84oqh2mwvMXr0TXR8wQyyGfxVEJbVoJFRpcwAacPqv3cxZFcLwJBgEIVvOkpm1yoTqzV6nKMEe2BAoLnBKuFqzSq25/X1GMk8FeXkwKGLpKVbOccN5afjgJojTsD81rdNGZs4UvccZeVwQLvK3q2eisbOhihNJmDncOxjhjf6hmFUY+b7QwzKzQ6CklLe+ET36ESIIN6RiZwoYbWr2MyoQLd7W79uPYJel87sICe1wPXhA+R771bKCEm3Yhh/R77yOZ321soI8C/95oM7KtZMnibEQlgqMQUY6uLw9fZUDYfeHz0t3LlrlME0oo6DUjZs5ZkmOG6H/zl1NFSmZ27VVWeXv1MIy0mQdZXor+u7j4hELP2JoSRyWmMR3bt5btGHXv2l7c3n+QXJx1ITAolAViPLAxxNxFqfpi997DkJGh3TgJU+Hmk3S4+lBY4GAvL1brshN2+ZqYMGvWtJHBzlccXGR91Eeo9iYkZ8HSg0l6m1kFGoGZ1WnFqKKGVay1GonDPACOGnc/L6dpdWsopzAj01TijKoKNOVB0Gk7NVV7Oa6+CR/ssVaX8MmP6JhYcexgyRLFoWqVSmAsdPNCCb1uLs44A5rL73HdUFhGmCfCUyE+KUsnaTMSFKwMen2NOOj1rGYN1cpYiRJnbSrzKn29MqiSpC7SfXWQ+5s7FPSaCdj3gLJmDs6NRV5HvIWVa7cU4jsz735e6YgUQ9DGT1kFI4mz5hyRymdlkDZzunRSLlgPHg4w22CqoEYVde4o37GRUqN6FdH0BM115JSOGRPSBc6AXKXNShMrQ6lSsoOzUutXEhaBa44nQWSc9tVeb68motLlbMjFQv2u3X6WDg9eCq/fuoF2Vd5rN26LyWg0SqpSuQIYK2gCxftJ0UCJ/5vzwsbGRnShTUlJVZmrWlAJn74+9mBtpX1FC+XYPCDE/ko5vQX0pbS70hn4wPkUSEvXPJDCRCKOxeKKvydPX0BhsFuROHGwBejYRLugF5MnfJQU9sHzz5gxgp+bAQpDqycRmXBS4vKeH1J1gVR1oAvpGVlsfBeC5996lTSfh1xUoKDXDMCT9lff/QapqcIXbUDfbvDP79PF38+eu0ysrBD6JxeuKqSC6Dpr6B6gtm2Ufb0Bp4IN+lrmAl4sA04K0mNcNLf1V+5DfUGnbs9G9cXFhLHMQTQVhKpXwUg9pRLnnWbo4pyalgW7g4VFZbOaWGlQv8A5J5GcFlTQi4vAj/oIFXzsN9bGGEm6cPdsJPTxxcbGwdXrQktJYcBnIGefo6q9a7NhkjyGkDhLewO1Gl1UQGZWUtOg3BI++RESetHo+nml8B7YqPgsOKtw49VF4nyxEK5T2NZw8opQ9ceAl5s9aQqqBngffPOmjVnga8yg0gaDe+T3zQkaJymkn7tgPSu9uL8jYrJEJ3MiJxT0mgEHjwTAkeOCU7OTowP8NP0zdnHli3O041+9blshv0vzq/IaUtosnRmIx5T3S5ExWf5gVQ/l4PyC4u7mKusx6dalrbh9gFyctQIN9h4/eca2sZeJ9zMZgn6S0UXYkmBuVfkjl1KZWRQyyM8+1ySD1FxIanBjaNo0tIHSHsL5caciODfFeb24eOXJBTQXqlHOWmdlQ5dOynOHsYKjmGooerIxWaGJNNZL2tdbAGZWmPDZdVY4Jk1r5J7wyY9gI+3n5XRpZgvWVrpJnFXNrAo+6N0TjNVpYbuPj/ZJibPBF0xC2szBfuVJ3YW2DlRIrDuhWaGpZo2q4OHhxravXb8trl10YatC7m9noxxBpisnA4Ph1euCH0FmaCjoNXEwE/bVd7+Ltz//ZBKrRmGm/Ytpk8T7/527VMyaEXJJmw3j2izF1tYWfFsKCz+s5OP4DiJvjioSQEhnGUYV5Tm66OBxOhw6GvoYuuqF/Xk88YdtHsZghmQIaTNWULoqXHezg7JaPjsVJd/6zKrWpbeX9/GhDPXei3S9zKyCJIvgggSrJ2/jhMCPSxg15e3bKDinCALd3FxVxvsYK7h24GNOHrzKgHCFKU5eSB3BC8LM6lh4/gmf/EhLSxOVOvb2dtC4YV0wNrB33K++jZjkQmMoUxhbhIkSPju8jIel1sZv2b/vphD0IuM6O0CFEkJY9d/uRI3aOrBwws3gcLye1GlfG3AsVMDlVHGMkqujpV5queGjP4DajdpC286DzWrsHwW9Js6c+cvZcHW+qJk8cbT4u26d24l9bTi6Y+2G7YX2Pk0dHLC+ZPdTuB1ZHqycq0DpMmUKLDPs30bZ10sS5/yRzqfuZIDAqmH9OlChfFm2fevOfXGOIJE/KoY+MvZaa1Lt3WlGLs7P3mZA0A1B7ojjMnBshrH080qRVnh4ZU4bpH2WaGpTGIuvbWeU1RNtpc1oqMcrpR3btQJra9Posevd0g646etiDYzI0IW2apWKbPvps5fMPd+QbFXM5nWyyz3hkx/Ye8zbvlAKjAlmY4R/5tAQigc1mlC/Xm1x1nX45esF+t25/jgDbj0VlDX9W9lp7SCMqhye4McWJS+JfN6Ysbe1gC8HCW0dcUlZMGuHZiNDpWtJXf0ndp5NhgzFIR6ko9yfE3rhMiQoRjI6OTkaXNFYkJjPv6QI8ujxM+bYzPljxtcqfQ+s2vvpZPH2rP+WMqMJQntmbEiAv3bbg1vT6VC87SqwaL4e+v0cA18si2NjOc5cT4W3sZkG7+tFyQmRO4+fPBfdOFHxUK9OTdl3F36vpNXeA4fJxVkTYmLjxAs6Sva5gsGQ9JG6OO87YjZjv7afQdkp5FvpKox+Xim1yltD3YqCPhMlwtrOG8XWBJ64jYyMhlu370NBgud03pfYuakduGhZPVHt5zVe1+bsVChhJRpaHb2Uyoy8tJM4G67ai3NQA6+niQ7H2vaKquufbGmE/bycDk1sWcKFz+zVFFwLNqhXm22jZBZHLRaGwV5/HRyE0fwtNi6ebWNfvzHOtc7LxK9lHeGAbT6dDNcf5//daendVC8HZ0ys8X1eqaQleCsM0HQl4JRyHGM7GT1RinTQu3rjTvhuxr8waMxUaNVlGAwY/WFhvRWTBWfycslyj24doEM7vxyP6dG1PRspwKVu6zftLPD3aepgL032/oxMsIIbTzJg59kUZlowbmYs+HwaCW2/iIQLd7QznMgPDNxKFC/Gti9fucEkc0T+0uZOHVobzI2zuzToPRRAh0MDTgQEiUFnW3/fAjEmQadcLvND4zFzkDhj4LhdYeKD83AbVc29eiit9DZXjD8raPr4CIve55GZEHpb+3OjVNpY0H29GKinK1rBsWKlrXz2WMAZto2Vko5qrs/GzHvdBS8JZPH+JK0kzlzSbfCEjx5mPVKnXGM0seI421tCu0bCufI4jgBKztRJ4lxQposowd6jMK5D9+lKpRRNyTpKm31amIa0mYNrjm+GODGlBH5OZ2yIz7cvHp2pbW2FQBXlzdomZ8/fSYeHr4TPxQA/e73XPSdPB6stupgDhRb0LlqxCS6EXYNyZUsZZE6juXPsRCDs3X9U7Ef55Ycv1D4OL7bSau8/sxcX6Bw9UwcHfX+3Wsg4ZqYlQPS5rwAeLIRh/nbMMdXZQfXkggu7/62NZ3JoucBj6N+6hXj7VGCIbM9tDuC+jo4XTviHJaOKOhlQPosGO/y8hTIsrEIReSM9Nl0K0MW2d49OZvXdOXsjDZ69FT7vA/NY4KCqJ/zKdbGybgjVgyZgfyhXN+7SwdCqsPp6caHKkws4u9ZHUb3RlJDQMIiJiWXbOG+9eHEPMCWwSt/B01Z0cX78OkPjSu85A1V6MeHDXZtxLirOR9X12Eorasbea82r7ilpAMcuab5+ayoxs7pUQH292Hscm6jogddRZqtiYuVjWkEvUqeiNQz1txcD0gPn8z5muIbn/hPxCYlw7cYdrV5vi0Luj+dZbZNz6hRZPEHi6uoiOuibC4UW9G5e+S8c2LoEZv/+LZQwsYtBYYNB65ff/Sbe/viDCXnO/uvVvaO44Hn67AVs2LyrQN6nqZOcmgUfLYyFhGThBB53+Q9IfX0W+ngD/DjKBTZ86Q4X5hSD4797wIIPXKBbc2GBcPtZhk4jOvLCnyTOaklMyYIRf8SA98eRMGFWFASGvWX3Yy9TGz9lokBusP+rY/vWYv+RNKAjcoL9ZCq91gXQz8vxlTgAG2oxXpBwgxgbq7xdUa9cuym2s2DPYmH1k5Zyt4RWCjOegxdS2XlVG3wk0j/s69XETVgOrj3KgFvPhECvn68dm2Grq7TZFFyb1TG5h1DtxRzu4oN59yfWr1tTnDSAyRZDtFKF3EqDp2+EhM+g1nY6V7SwNYwbvOE8Ww+PgjN404W2jZQy7n1aSJybekodnK8W6HgvfL9dmmofgOH3W5rcauml/P6bElP7OoKbo3DM/tiSAEkpeZ+3pGqDEC0MS+MSM+HgBeEz4Y+O+e7aV9alBAaFipMOcA1lKj4ERh/0li9burBe2uRZsHgN3L33kG1XrlQBpk4Zn2+lEF2dOf/MXsKkV0Te/LIxAW4+Eb78HqlBkPLipDiqiIMXXex/6uBpBzNGO4O7k3CSm70rEVK1GCafH/5+ZGaldj718ji4eE+QAp26lgGO3nPBrfkv0NS3t8EVJCp9vTS6KE/Cwq9BxBshIdGoYV0247qgaNSgrmjogvMqTXl0EUobsZKCYBWumEvul/BQiQtoYfTzSunrozTjORamXTBUokQxqFOrOtvGQOX+g8dQ0HNg+7XSXkYrHVVkCvN51dGoqo3ovLvjTAq8jMr9u4OLYz4bFicNcJWBnPCRLDjGp09LPaTN0iqvEY4qyo6djQV0aiIk1QOvpbEZuJpQq2ZVMRGBSTBDq/ykBnuo8HDIxWAvL3Bty68VWKwpSMd5uZ23P+wjjDB6EZkJSw/l3SIg/Rxq09eLSRCchS7XbN4AST9v29bKdae5QEZWJga6Iv45c4F4+7efvwQHh/w/6H16dRYXDjgnc+OWPQZ9n6bOnpBk2HRKWPQ0qGwFr0L/UjoJ5rKARJMT3geF2WguOZGDypXKi+6YDx89gYePBMfuosz8vUmscoSULYanMmEhYFfGDx64TIUp82Lh5hPDGRfhOCT8PPB2AzKJy1mFX7Q/kX2P9h4OKrQAQBhHIki00JGSG52ZqrSZz77kksfckI6+aF7IQW9HTzvmtIvsCk7Wb15v8PkC6Uvkah3vWtZQqaR21RM8R6OzO1KhfBmoX1fw1TBFJimuaWkZAMvzW7hLqlVyqypiEjLhkKKihZVPnItq7v28Unoqxn9hj/khxXUvP/D61Fghm8VExHUtZbPasiNI2W89UFdpc4jpjSrKjWH+9uLM6yUHE+H529yTRi0k7QHaBL1bTgvfiRKuFtC2oa28QW8b8+rnRUy2bv3q9VsxG8TJsrAEsHaAtPQMSOUrAzPj37nLRCtxNK7q0K61xv/Wjz98FyZ9+BXb/vvfRdC/bzewsdHP5c0cuf9S2cfr4gDwcbdY6D0vkt2uXas6WFlb57rPB/nZwMojFvAqOgvm7UmEHl7WuY4T0ZbWfi3gwcMnbPv4ySAYOaw/FFWOhqWyajpStpgFbPzSGboPmARv7TuCXfmOYGFhySpi+NOpiQ2838MeapbXT/aTHUcnJ/Bp0ZTJgbAP58Sps9C+bStZX8NUSc/Igg8XJMDpa8L3xCKzOzg3sICkh7ugnX+rAj8/Y2/b+YuCqRM6SNeqKSQATY2AcEWlyxLAq6ZlnvtRaiaEC9/CvCZaWQJ0bGINu4LT4PTVNHj+NhVKuGoetHh7NYFlqzax7dNnzsHQQX0M+G6FoCJG0ZfYp6Wt1vtuv0T5gddoXJOYKp7VLMCzmhWE3c9gCazxnXNXGPBKL+9pnviOfJ85HHmVqni6vi1t9Po8n5XIR5s1bWQS68VmNSzAw9kCouIxIZMM/X01W743blSPtQUgIefDoZ7C0dkg/dYKaXP1spZQpwLotF9PB4Wq9ImbwrHJiy8H2sO7cxJYNfb3zfHw9wT1CjQ3dzeoVrUSU7Lg2K/7D5+IoxFzA8dCXXko7J9eLWwhKwtjH93f67PnL0WXb3ztihXLm8D+tygaQe/eQydg+dptKvdVrVoZvpz2IcTGJ5pt1UU6p/WjKe9CVEyCxn/burUvVKtaGe4/eMRm+65evwP69eluoHdqmmC/2dSFGZCkaJv5coAl3LuhrCzUqV0TIqOFgDg3RrezgL92ZMGb2CxYeiAORraVR1DRtIknrF67lW0fPR4I3bt1hqLIvRdZ8PUKYRFpbwMwY4QlPH54Gx7cRJOiECgfewjaDJ0Jx69ksazzkUtpcDQsDfq2sICPe1vK6ujc2s+HBb3I7r1HwdPTNOYJGlp2/teOTDh9TSnvz7J0AMcq/dnP7GMA/RJjoXU9C7C2Moy7dnZq11ZW2oKCL0LPHl3BFPdrwBXhc9+wigWkpiRAZC7tfa8j3sCTp8/ZdoXy5cDaxi7f85ahaVs/E3YFo/EcwLbT8TColebnxTp1hbFFCDpwG/rfsuWUsJ8dbAGaV0+ByGjt1hP7DiqDXh8f70Lf9/oyrHUWhN0HSEoFWHIgDt7trD6BWL26Mpl0LjRM1n/3ltPC4ru4C0C98skQGa2bb0ZsbBzcVKg9UDrr5l7MZI5Pm/oAu0IAQu+kw+3Hcay6lx+1atZQSUT06W2YNd+Fu5miwV6XJqDV2lSKtJ+3Tp06JnNscqN2WQC/ehYQeD0LDl5Igx7N4qBxVfXHrXGjBmL7xvGTwdCzu7KVTh3rTyiTaR0apuu9rw4cVrZktPBupvMxLEg83F2KRtDbs0s7aJFtBAOr9KLjmLMjOOHVyszAk/Wdu4JkqngxD2jp3VjrBfxnn7wH73/0DdtevHQNjBnR3+wa1fXh+zWJ8OCVcCIZ1d4O+rZygJ9+Vc6G9G7eGIq5O+f5HCM6ZMGWM3Hw8HUmbDyVBWM6OYKbk/6Bb9dOwgge5jx57iK4u5rX0HBNiIzLhG/XxrHFF/LbWEdoUc8Wlq5QZu67tK4Ov092g7vPM2DB/mQ4dCGNBb87grPAr4EddGkm37mhb6/O8Nufc9h2wKkzMMttusHGJJkKC/cnw95QPlLHEuq5XWNSf9sSgoww7AH+ZEJJNwsY0MqWGdKUdjfs59jfT+kAfPXajXy/w8YIGuRFxMSx7XaN7aCYe+5tLcHB57Q6ZxUE7ZtmQeltsUwFc+yyBbzXQ/P3hO+/apVK8ODhY3j+/CUkxMdCxQrlDPI+X0VnQugdwXW5a3NbKF9K6MvTFFR9hJ4X5In2dnbsvO3ooBz/Y4p0b5EFK47Fw82nGbAzOAve7+UELtkmF/DjxKtVr15HQFJiPJuXri/4ureeCZ/9vr52UKq47vsz7FK4aIaG0ubiHtotmguTfq3SYVcIjsABCLljA6M65N/a5uerlAjfuHHLYOeCo5cxQMpkKpQh/s5QTAslBweNVp89eyH61dStXRXMgW+GZkCfn+JYa8q8/QCbvnYCKzXGeK1becGOXfvZ9qVL4TB6eL9cnzM1LQuOhgvnqabVrcCzpv6f4/OSue6d2vsZxXUjP7R1zjHZaKd0qeLsR0pCUgrcf/oGbKytwFZhXGJOXLl6QzxZe3t5gp1irpc2DO7fA/75dxHcu/+ILSAOHzkJfXt3McC7NT12BCXDjiAhmsLZl18OdgZbaws2G5fTvGnDfD9beFg+7ucEHy+Kg9ikLFh1LA0+G6C/qVKZUiWYCVD45evwNjKKJUAa1ldWQMydtPQs+GxpPDyPFL4DH/RygB4thAXp8RPCPEyka6e27BjVq2wN/022Y329I/6MgbikLJi1Mxk6N3NgxiByULtmVahbuwbrE8V++xs375idxb824IiXuXuEgLe0hyUs/dgNvvpiO0QHHwYr5yrQY8yfcOVVGeaIHhGTBQv3p8DSQynwvxHOMKSN/iYcuVG9aiUoVbI4vI54C7fv3IfEhARwd3cDU+LsDWW1sYOnfZ7nobBwpVMrLuyN5XrYu6U9LDmYBNcfZ8DjCIAa5TR/X36+XuyahYSeD2PH1BDsC01kbsXIoNYOWu+7oLOhrH8S8W/dEtxdTSeoyovJPR1h6sI4iEtCB/E0mNRdfTLAu7mnWK26dOkKVM1jsoSm7Dqr7AMf3NoRbNG6XEfOX1LK/n1bNDOa74YmtKxjBaU9EuFVVCbsDkmD8V2c8k2y1qhWmVW0cawe9pmnpaaCk5N2iRxN+q1RUYW0a2wLZYvrlliW+hBgH78pHZu8wPPcuE7psPhAEkvg7ApOh6H+Dmp9Qjj7Dx2Hf//6X64tiEcupUBMgnCiGtxG+/NUdjC2OC0Z6dehra9J7P8UNBvQgqJVJjJxUJoizd7rAlZ1p37wjnh71TpBLlvUufs8HX5YK0hD0GZ+9iQXFvDiiSBcEfTivtPUkKRrM1uoV0m4MK8+lgSvozUfKJ8XUje9EwFKc6Ci4qZ97rYgcevc1BY+6CVcuBMTk+B00DnRtAgXx9ln5k1RPBYNxlYdzduMRVvIxVkg8Fqq2AuP86uXfOQKJVwy4cRJxec06QnM+bACnP7bA34c6QS1FT3W2O44fU08mwVqKHBhKJ0jyucQmhInryhN27g5iib9vDgj1ljgLs66zOyVmtqgxNnQs3mrlLaEZjWs9XJt7tLJH8wFPOdWLSN87lYeScp1BAsGvZxzksqRPqZiuxWfleY1rcX3IIuJlQk4N0vBsVn8O3TjSQZcvJuu0bmvaeMG4ug4vp6Rk33nlP3WODtcV1RNrJTmdebApB4OTN3E1zKht3M232IfLZ8ZHRUVo9LOmJ2tktFQXZvrN5sXuXbjtuiT1KB+bShZUrWoaC5Q0GtCnFNIphDv5rqfrAf06QauLoJsARek6DRZlMnIzGJVWS6Z/WO8M5QvLlxYcd/ExAgSkjq1q2vklM0vTp/2F6q7aGAwf2/eMw41pZ2/r7h9LEBZ3TR31p9IgvUBwkm+dgUr+GO8izg3E41teA9/a19vcFSMaJAysr09VC4lnO4W7EuCNzHyJCGQ7l3bi9sHDit7+YoS1x+nw4cL4lgAi+NE5r7vwpINZ0MuQmxcvKhOweqqs70lDGvrALt/cIfFH7mCvS0GGwBfLIuDU1cN58Xg1VQZ/IVeEEytTAWcxchHc/k3tM2zupOeng6XFJVeTALhAsZYqFneWkwGYiCD5jeaIl0Ec2MeucEg4uEr4dzQz9de61YFDJoPH1XO7O4kqdyYOijHfK+bcG6NjMvKdTqBlyQhHypJvujK0UtKUzF9AioERzVeuCgkvOzsbEVXd1NieFt7ZgzHE+qaIDUYuxgmf8Jv6xkhKYFBXesGupujBkmSWb4tTXM+b27gde/Hkc6Ap5SUNICJc2LhysOcgW+/Pt3E7e27Dqh9rqdvMuDMdeFve3jbymKWGqAyqsj8XJsLPeg9ePQ0rFy/nf1Ex8RCQkKSeBt/R6iCsyXPKxZqbB5eY8GGXhdQ2jKofw/x9pr124v07kanTuyXQ8Z1sof2nsqs2aWwa+J2E0W2VFNa17dh4y6QzaeT4fFr/R08W3o3FQNvzIomJMgTTBszITdTYcZGwVAB3SsXfODKspucI8fyX2Ri1f6LQUISAqW1/+6Sz6ChqWcDJp1FUAqPfUlFCRzDMHF2LNuvyK9jncG3riBvO3LstFrpFoIBBY4emTPJlQXKGDB/OD8WLt41zAxx6dgeqYzOFMDZl9wAuE0+i8prN+5AUpIQkKDU3tbWuPwt+HxVnF15Tk21I6+xbdzNFNtzcGavoWbz4sK0n6QqrSlYRePvq369WgbrOy4serWwg3JsPBywuaPqZtHjbFVnhXz28tUbkJycIssxwZFX+la0rl67BYlJSeJ5GwNfU6NsMStWdUcOX0yFl5H5ryuaNWkobl+8pGx9kANsH7qqcBDu62OvsznhmzeR4pivMqVLsh5+c6NjEzv4eZRQcMLr5Tv/xjKVoZQ+PTuLybZ9B4+rNeWVzhAfpGciiHNSUlVu509Br0Hcl5es2sJ+oqJjIS4+QbyNvyNUuXn7nlgxadSgjtpqljaMHjlI3F67YTvLgBZFMDO/5IAQOKIxx4e9VXtdwi4rg15tezXxxDVN0cuLC9Y5ihE7+sDkuz6CfBf7xgwl8zMWcNj9hwuVFcT/JrtChRJWqpUVaWCVxwzYjp620LKOEDBsPZ0i2wxfNBPr2rmtePtAETp/YS/XhNmx8FpROf+knyNb+KiTenbuqF7qiYEvqivwOo9qC8yA33oq/5gETBRy47fzly4zqZ+pSZuxldFHkVDIDex35TRvanxu4jhvlHu44BgabfCVzOuVVoXkmit9IFTYz63q2UCZYtrLaA8dCRC3u+TyeTdlbKwtYEJXYe3xMioTdgalqJ0Ni2OAkLS0dJVrqLYcvZQCgdeEtUl3GSpawaGmN59XHaM6CMcAndA3nMx/7nXTJtJKr7xBL28HQAboOJs3+xgpVHWYqyHk4Db28NVgYV0YHZ8FY2fGwpMIZeKibJlSoqoFzWuPnzyTQ5m4XVFZr1XeivnP6EtKSqq4lrS1tQGfFqY9H9koK71z/5oOZw5tUPuDvyNUQft/DsoE9aVxw7pitfjV6zdwSCLJKkoEXU+Da4+FE87wdvbg7KD6lbgULq30al9db1LdBto3Fhape87JE2h1aO9XZCTOf25JYBcGZPpwJ/CurVrlQsOUx0+ese0a1atAlcoVc30uvIjixQavpaiq/G1zgmgMJ2dfr3RGpzmD7pFT5mGmWvj+oBHVpO7KZNzDR0/FzH2F8mVYBSg3erWwh++HCQuB2MQseGdWLDyWLATkABUuWH1DoqNjWbXQFMDP6KkrwsLfq5aNispBHXwesbH183JKullCq/rC9/jghdRce0PV4edjOInz4YspkKB4L/1b6VY9kUqbzamfVwpKjPmonMUHEtlMbkNInLEC9vlSIdGPLRDjOunvgG3K/bxSsNectwlsPJnM+p7zolTJEuwczFu20NRKDrDSv1PRb920hjVUK6N7ACb9Pvu0MC9pc3bGd3aAKT2FzzP6vYydGQOvopXXu/59lCP1duw6qHItwEQTqmT4d1GO5EDohXBRAYHJIH2LasYM9fSaCCHSDKUe/bxSxowcKG6vWrMFiiKLDwpfdFtrgDGK7ClHavqAkvJ6GppYZQerX3hewvhq1g79ZbUd2rYSt4+bcdB740k6HDgvVF5QzqXO7VA608/fr0W+z1mvkjUMaCVko8/eSIMT4fL0kPr7tRRl52fOhjJzLXMHTau4sVjbRjbwvxGqTqIqVd4O/vlenEe2d4CP+ghKC6wcj58ZAxEy9l4j3hKJ8zlJRdSYQcMaXklv0zB/OWaYJFHXVCJrNCb6KdQAKPE7psV3UNrXK7fKhVdPXB0toFMT7WWvOBuZG6ShW25zSQ+5OWFvayEGoI8jMuGg4hwtxbuZfmZWsYmZ8P68WDEJ8dtYF62cvtXBRv0ZYB1VGOC5dLRivRIVn8WMpLTp6+U9//qC10+elNa33/pssKTSK0lumSt4rRvVXthnTyLwehcLUfHCeb5Xj46iKmn/weNsPXE8LAUG/RoDX6+MF1U/vVvqb2CFBJyW9PO2MV9pM0JBr4kgXaDJUelFBvTrAU6KjM7RE4Hw5OlzKEqgiQAGPsiAVvZQwk316/Dg4RMmL0Hq1qnBpMW6ULuCNeuFQk5cToMLd/STkmNFk/eK3bn7AB4/Mc/jxuXgKIX8uK/6EQvBEkmUj8TdNS8+6efE+sOQ37ckqO1L0xbMjLZSLMhRdm4oox1jAXu4diqkqQ2qWMO/72FfrmpQe0JijNGpo2aGPpj95gsBXFCPnxXDFsAG6euVVERNQdqM+DfMu583PiEBbt99IM5y5z2wxkYHT1uxYi0dR5Mf1atVhtKlSrBtHBP29m2ULO8H5YXBN4Xzck9vO51Gmkn71zu2b81kvubKsHb2bMoB8t/uRKb6kCJVGKBKTRtFDco3P10cJxqKvdvVAXp467+4x+vki5ev2XatmtVYYsKUwX2CHhfc0Cq/fYw9zHJLnLmDsKOdMNNaV7B1D/u/EXd3VzYG0NzBxMW3Q52gn6/w2b7zPAMm/BsL8cmZrDLfupU3PgrSXL2g+/cRMGluHFx+ICSZ7WwApo9whmIu8oRwASfPqp0QYo5Q0GsCRES8FefeoURFjmHviIuzEwzo151t4wlz7YYdUJRYciBJDKre6ZKziijtRdLHOIxn9bAnFZm5Qz9ZLZ4sO7STVnsDwdwIv58Gx8JSxR7A3LL80sw9mnxpKq+cqJDh4sJq/QnNF9150VZi/nBCchExR1DWyL87M991ydFrhyoJfmwwY91K0Yeu6UKAZ7BvPc1gPb7aSGDzwksS9KKkyxTgjtYVSlhCtXzGtVy5elPsVfZsXM9o++Ic7Cygi8KMB3s2NXVTx3+PiouzZMSJPkidiPsrlCDacvS48jzcJQ9vAXNxon1H0dv74FUGrDiiqmzx8HCHmjWqiu1T2iRmZ+1IhFNXhQQEOgF/2l+embIhZtLPy8HEzFB/IUGIc68v5DO+SKr6kGNk28uoDDitOE7dmtuxz4SuoA8BP2/hdZxXOc0dnEDxyxhnUVly5WE6TP4vjilgarYYA8X8V4Jbs5/geYyjmFzAJNCJ34vJNtc+OiZWTIK4ubmCp55rXWOnaHyyTJxzksWZPqOK1DE2m6EVukQXBR6+yoBDF4XFZJdmtlCpVM7FpNS52bORfieCSiWtmIEBEno7HcLv69fb214icT56wvwkzrMVVV4czfChYsauumTQ3XsP2TZWtLSpaqE8r3xx4fQ3d0+iKCvSh/b+ymMizqY1Q+6/TBe/O5jdr1I653fn9p37Yt8YjszhI9I0XQj8NtaZSab5GJmpi2K1Gm+TV6UQKwnI9Rt3WGXU2I3CLikWsyhtzi+IDbt8XbZzlqHpo3BHRjMebWY0t5K5rzcyLhPWHBOC3roVraBhFe1ltJjExLaGojDygzO+k4M4Bg5H8qGLe27zekM1lDjvD02BxYpkND43JtRwVJIchEhUQeYQ9CLD/JXji9bkM75Iej64FHZVbz8L7CXmp+QBekqbpW1KXDFVVECF1KyJLsw8Dwm5lQa+n76F3TfrgbVLFXZfVlo8vNvFGk78UQw+H+iUQ5WoD6fPnBMTDm38vM1aoYJQ0GsChBpA2izt8+BzHJ89f6mSrTZnlh5KZD22yMRu6oMqOSu97HW6OoiupXzmrK74t24pnpxOnQ42K/dtHNrOHTux6lJZTVCV3YmzpZamJNiX9tkApXHS3N36O2ujBB5HLSDXb94xyEgVY2DpQZTS5f3dkcrONa3AZ3eJnf2eKzSrKQQgAZfT4Mgl/fuvMWj0Ujga44VemtgyRnAWI19Y4nze/AgLVwa9jbV0my9oWtS2gTIewhJkfUCSWkOkgujrXbgvUewdndoH/Re0D7IePHwMryPesu06tapD8eIeYO7Y2ljA98OFZBa6rqMxoBRviZmVJusK9HD4eoXQToTtJ/OnuIKbk3xLVH2uF8ZKmWzji17kMb7IzdVFpfr+/MUrnV8XTQaXHRKC7JrlrJixlj6omFhp2KZkbt+leVNcoUl1a/H7hFhlJUD8zSXw5tgQqGEbDB7O8odsJ4vIfF4OBb0mQIg06JXI8+QAL/BjRigNrVauNX9DK3TL26EYtYDZtfqVc56wmYmVompiY6O7iZWUcsWt2HgWntHWp7qIFzDeN4X9MKbSn5gfmH3mZl821tjjmbu0LThEv8Cqu5ctNFVcZDAJkX1enrawubMSEwhzrPbiTEg+Zgalh2gMpo4gybHx1XH8gYNi4ct7P7GaJIfbtoqzrJFLnHk/LxrttczmXK6OcJURa8Zd6cWK/oh29mKbAe8Rz486tauDh4ebKOeOUfgu6AJWJ9cpEpC44GyncNrXliCJCU9RWrS3aWArBl047/60QorPR5RxmeqefUfyVFVgtR2d4Pli/88JzlCzvP6jWDj4GUFlB1KieDGm+DAXRkvHF+WTTG8iU1/vLxviIUWRZ/9umKqBobbgHGcut3Z0cGCTRYoi2CK0ZKor+Na1gYolLeHLQY7wRbswSLy7FrLS42H77gMGed2A00VjPi+Hgl4jJzU1lUlREHSHbdigjuyvMWhAT9F5Fkcu6JMBNAVWHU2CNEV882439dbs2EONs6MRDHjlGmLPe3BS01Xn2+krcTaX0UU4Qur8HeHgYM8KJgpyQ6WaqMOIA7xQfz3ESVww/LFFf6lrO39ftUZO5gL27qUpignv5VLlzZGQ0GP8BGa2ubEVuhjL4bZtKn29KOc+pQh6sSqKSYC8SEhIFE2s0KSnYgXjNLHKPm+Uj7+Zq8YQSR0YSPFqLyZBpJ81bcHWBn4tmNZf98X7WUlvsTnPuFTHN0Oc2Egh5OcN8eIxxHmjfBGdkJgEe/YdVfv3WOH/eFEcPH0jJIE/6OUAnZrI40rLOX8hXEyYoVrOWHvddQFHBdXn44tOJUNyapZGZlZ8Xaktx8JSmCEn0sPbNt+54fmBAS+aP/KEpI1N/sk9c8XV0RJWTnODY78Vg3e6OEK/nm1Z0YUb5fE1qVw8efpcbBFDc9SqVSqBuUNBr5GDmWzMhCFNGjcwyAnB3c0V+vbqwraxp3fdRvM1tIpLzBSHuaPrrE8d9ftTaunvKaNMEKtjaEiDbDqVrFefosroIjPo62VV3p2JojvhpO65B1Vo4c/HSbm6uujs9ti4mg30Vjhrn7yCsmr9gqq2bZTOhwEng2SbA2wMoDIBP7O8KuZVS30lBtsk+OzkqlUqipJvXRnbyYEZeCDz9ubvUpofaOjCF73nL1w22mOE5jRv47I0ljZfuSYxsWpkvCZW2asb/Hv+PDKTLdo1wVdSTdW1r/fei3RxTFHr+jY5ZoBrg75yflMGE5PvKxQ5WLFfLjG1Gjqot7i9ccvuXGexc+dsdPX+IBcPB30IlsznbWkm/bwc/J5j8giJzmd8UTM9zazQUHDGhgRRgo5z7/VFmjCSfq8JdLJ2E4sbGAccOHRC1t0ScEpZ5UWVmilcM/SFgl4Tkja3kLmfV8rYUUpDq9XrtomLJ3MDA974pCyxxza3L7m0N06Ofl4OmnJw1z1cIJxVXOw528IuQreFc+Dsg3v5Phe67HGZ36Xwa7KN7ygssIrHLflxZmsp99xPT3jBTk8XHtuiuade5gvTBjiKlYolirnNulK6VEmoX0+QwmOP37Ubt8FcWHs8GRIV66n3uuX+3ZE7AMCxDMPbOojulrzfW5/WgNo1q7HtiDdv4dFjIUA35lFFGs3nlZhYYYLUVED1S9lilmJ/baIGTt1SN3Bd+3pn70wU+6U/7a/74v3V6wi4d/+ROF2hUkVhnFxRAk2tqiq8F6SmVj26dmBTIpBTgSHw9NkL8W8w2bT0YCKsPCokOqqXtYK/3nFmsne5UXFuNpN+3uzji4q55D++qGH9OmBtbS2uGbRd5y06kAjP3gp/82EfRyjtrr/pkTRpJe3XJwT69+km7ortu+SVOJ+UzOdtZ+bzeTkU9Bo5OOPOUCZW2Z0W0YCDSx7MsR8xJS0LViqy0FVKW0InRS9SQbug4hB3HCyOSHtwzj16AJM2r2UB79BVS+D267xl5hjotWsjyGnxIicdMG5qYMX7X4VjM2aQ0ZY/L/SVNkspW8wK+rQUEhFYcVBnBpKUlgrf7d0JM08cgfR8HM5VXJwDzON7hIEIdwdF4xLem66OsxInTrn6G8d3dhATE/P2qPb27r12GcauXQFhz57oOK833KiDXnSxVeeQnZ2w8GsmY2KV3cSFV/fexGbB2uP5J54aShzB8VytrQs3zpk+eEHYv92a26r1ddAUqby6qEmbVU2thOA2ORXg100J4vzyvr27sm38zm7auodt40iWTxbHwZ9bhXO+i4MFLPjAFZwd5F+SosnjBYXnBbYpGXuvu77ji7ANhLcIZcfe3g7q1a3JtmNj48RRmJpOvOBJ4VrlrcS2E33AxDVf46KMt3lT5XxnQqBbl3Zie92xE4FsxJAcZGZmqlR62/i1KBK7nIJeIwYvEtIMpXczwwW9zNBKUu1dtXYrmBtoXoWLKgT7JXIbhYAng8tXhKDX1tYG6tYRLhJyUdzVEro0E/SaOIsW591FxMexhXuaIqCKSUqCwSsWwZv4eM37ek1Y4owjcG4+Ef7tYzrZ5zt0PVjm8RN8QDzGUtkNdeJSkmHQ8kUw9/QJ+OngXhi8YjFEJ+Xu9iw1gzhxyjyC3s2nkiE6QaGQ6OaQZzXmrOTY+Mgk9cQRDUMVComL99JZcgKTD9P374KRq5fBzith0GfJPI0DX6mzbOgF4zOBQ2OfcIXqAc2CNIEb7yGmtrDH7x8mIvn89NjEzHwTflxFgAtnlKlrA85KZ89jCTC1r35y2iATDHrxu3PxySPxeiMHfvVt2fg/7iTM50tnlzjff5EOg3+Nhv2hwu9LuVnC0o9dNUrs6AIaNmFPMVdtyeXPYWxg0Gttlf/4oqY6mFnhWvSn9fFi//v/Rjgzh3052vfiExLF98W9ZQglmNzr1EGY+52Wlg77Dx6XZfdcu3Eb3ryNZNvoFVSiRLEisdsp6DViUAr04uVrtl2jehWDj0EYOrCXeEHYf+gEvI54A+ZCRmYWLDsknFxLullAX8WMSHWgVE00saojn4mVlGFt7UUDpc2nk+Cd9avgeWwMlHZxhYOTp0JxJyd4GPkWhq9aAsl5jCPq0E7S1xtwxmj7E/M7NnMUVV5XRwtW1cvz8RkZKtlh6UVcV7BHlS+6dwaliPsRg9v+SxdA4P27YGNlBVaWlnD8zk3oNG8W3HsjfDezgwtf/pnB+YO8J99USU3PguWHhUUUzjbu7pX7dwez0FKXVDxvycU7XR2YizEyc9dr6LdsAcw5KSwAXOzsWKKo39L5cOV5/nLl5oqxRdlHwhkLZ66nimOh/POoqktNrG7duW9SJlbZZ1V+1FuoFMYkZsEKxectL6T9f4GSGbn5EXIzVZTIY7BdrYx+LsGm1s+L15NBKxZB+7kzoeO8mXD95XPZnvvrwU7gwE2t1gumVj4tmkLlShXYfY/iykO/nyLhznMh2G5e0xp2THeHJtUNZ160d/8xtUlic6OMh5WYdMDxbrmNL1INejXr68UkBv/O4NrJq5Y8x+uMiUmbC2t91V+hlkB27Dooy3MGSKq8RUXajFDQa8Sck44qkgx6NxQeHu7Qp2dnMXu+fuNOMBfwpP3otVA9GNvRgcmBcgN7XThNPA1TMcGLPcpEkf8CD8Cpe3dYQLVixFhoWaUarBs9AeysreHc44fw/uZ1ufbeoEMmH6eEc2FNsYd0b0gK3HshXKDf6ezAHAzzAv+NPCmBFS2U0MmhdOjrIyQiHrzKgPD76azK3mvxXAh9/BDsrW1g/egJsGXce+Bq7wB3Il5Dh7mzIODOrRzPhdlqXvHBgFe6KDZF9gSnwMso4fP3TheHPDP8mIzgCwOUnctpjIH9YwNb20Oa9TM49mYRnFZ8Z37r1Q/OffYtVC9REqISE6Hv0nn5LuRr16om9hpevnoTkpL0c1KXGzRVQ1DS7a3BAvPq9VsmZ2KlboRY7fLCOXHlkWRW7c4LXx/lIjnorFJSnxf42fxnu5BgwwTKh731q/LiuDisViHu7q5snJIxg5XdsetWwgnFeSv82VPwn/O3Rm0b2ppa4fUWZ7mi2/bggX3Aqfa74O71CySlCef3sZ3sYdU0NyjpZrhlKB7vPfuVrtE9u3UEYweTqQ/evtF7fBGO4cvNyE8bB2eUov+yMUGUoX8xUH/zKs7pwHMmo5L47+RxKP/9FzBx4xp4EiVUSAuKLp38xSo4ToWIjIzW+zkDJCo06ahFc4eCXiMmJLRgTKykjJbM7F21bqtZGFrhhQ8lc4izg7L3JTfCVGZdGqY3DhelQ9vaQ4rNLYiwCGT3/ditN/hWFRZNGPjOHzSCbW+/fAl+PXLALF2c09Kz4L/dwiLUw9kCRnXMX96k73ze3Ogjqf6vORkBPRf9x6qGTra2sHn8e9CpTj1oX6sOHPvgExZgYRV4wPKFsPTs6RzP1V4yuggr8KYKVuEXK/q40CgF+9E1deJsKbNhDH6P3cuEQZTrKsi0igU7S2fY/e4UmOzXFsq6usHudz+AKsWKw9uEBOi9eB7cfPUyT3ksX/xhgu/yVcEJ3Fj2OZ93iqOK7G3zD2ClxnumJm3moGT+435CwJSQkgWLFefs3MBzM871RC5cuqyRouJ4eCqE3Rc0msPboYGWfpJaVAnwaySei/hcWmMkIzMT3tu4Bg7euMquPz/36APNK1ZmgTC2bXSe/2+e3xlNGdfZAaqWEfbrgv2JrH/6ctoAcKo5kt2XlZEMf45zgG+GyCORzS9B+vCR0PKAs3nr1tHN5b8gwPPbgsAA8P7nN2j21wz4bOcWiErUrlfds5o1NFD0p6PTProtZwe9W3gAhRMQUlLynliAxmQ86YnfT2w1kQNUp3AfEmwj8/Ux3qB3VUgQfL9/FySmpcLmS+eh+d+/wI8H9jB1UUHg5OQIXTr6i9ervQfUj//SlJSUVKZCQ1CVZuwJBzkx3jM0oSK7826uXEDGJ2eyhVFunLx7G0asXsp63cavWwmTNq2Fj7ZuhM93boVv9uxgX9ZfD++HY7du5JBrtPJpLkoSHzx8AqeDlJk4UyXoRhpcfSQsdIb524NLPpVEaaW3sQEXkI1rxUKsyy62Xd6uPkxp3Vbl9wM8m8J3XXqw7b+PH4a1oUo5Sm4SZ1Ob14t91o8jMsVeUWd7S+3GT+hpYiWlfHEraFnHBjIso2H1jcVw8/VLVtXdMeF9aFNd2ddds2RpODblU2hboxZbSH62cytM27FZpT+urUpfr+kajB29lAoPXip6rTuimVTei1RpVdtXxgspSjI/3LoBfji8BcAiA6zTKoDzmwnglFVZfEx5d3fYM/EDqORRDN4kxEPvxXPzNIPzatbIKOf1YpAQFa/5qKLsiTpTMrHKTvvGttCoqrBoR0Mr9DvIDVtbWzbXky/i8hvBgtfMWTuUZnl5jUTTadyKES8cMTD/aNtGlkBF5gwYCh+2ac9aaTDZamtlBRefPgb/OX/BnJPH2HlNV2ytLWD6MKWp1YBfouHSAyEITo9/ApGBk8AiqmCuU9LZwD27dTBaBURiaiq8t2kNfL1nB9v3mehsfTYQmv31Cwu4ND0ewvgie3F80YcLYpmBpxR0b+azyjFRdOR4zqQt5+7zdDabHalXyQqGK9qy5CDgdLAYcPv7tQRnJ/kqyHKy52o4fLJjM9vuWrcB1ClVBlLS02FWwFFo+tfPsCTotKy98bnRr49S4rxdT4lzSOglUd2EnihFqZeagl4jBbNgKLsDSztwq9ACgh6VhY8XxUL7ryKh6QeRMHBGNJOdqLu4Td22EfZdu8JcTfEit/FiKKwOPQtLzp6G+YEB7Mv657FDrEo1cPlCuBPxStXQSlrtXWP6hlZbTgtfbpzxjQv3/PpFryjmv2L2sZ6BMsN4kZu8dSVkWaSAVUZxSHnRAx4r5NdSprXrBMObebPtj7dvYgmN7GCFgZ+0cBGGnx1TqfLO25sompnwsTR5gUkaFRMrmWX/Pg3jWCUxzTIKXGydWBDlXblqjse5OzrC1vGT4F3f1uz2suAzMGDZAjEz36BebShZojjbRvmjKfbH475epKi2OdlbwIh2eV8YcQHFAw+swKE5hhw8joqErgtmw9rzIez2sCZ+UCJ+NFhluYifH05Fj2LsmFVw94DX8XEs8M2t99pLYgyorRGSMY0qMnUTKyl4/flEUe1NTQdYsDfvSgomaTln8unrxTaK28+ExenYzvmb5WnC2RDDJODkBL/HX+7ZDusU358/+wyAUV7CPHFrKyuY2rYDnPzoc2hSoSJbzE/fv5t936TrAm1pVd+WuWILry/cV6vEG4gKfA8y4h7Ahs1CstfQSCtivXp0AmMEvTu6LPgXNl8SEiiYjFgydBRTr0QmJsDU7Zugw9yZEProocbjixpXExJHp66mwaT/YnNUfPtJekS37difh3lVAqQr4rkfRjjnav6pC9KZs+hQbIygl8eEDatZEqJLnXqwZtR4CPz4C5jdfwiUcnZhqqLPd20F31m/w/7rVwza89u5QxtwdnIUx39FRLzV6XmysrJg6459RVLajFDQa2TEJWYyp9Sp816Cq+8iKNl1P9h5/gl/bElibodP3wiB0bXHGfDLxpzOvqfv32UnUWtLS/iqY1f4rH1n+Mi/PUxq5Q/jW7aCkc1bwOAmzaBDLWFBeuz2TfCd9QdzQUWXWmTY4D7MIAg5eDjA6PrdtAGznCcvp4lVk7xmvyJ37z0U3QTr163FqglygyedaTu3wLUXz8He2hbc4gaCZZYdkyOpWwT+238ItK5eE9IzM2H02uVwK5sEDccQ+CnmVqampuk8t7KgQefqF5HKKq+DXf4X1CdPX8DzF8JirGaNqrI6DmIf6MxzC5l01jLTGXzdx0Hj8oIBizpwwfhXn4Ews98g1luKfdm4OMHvH8oc27YRFpbIydPqq/RGr5B4qJCCtrXPt9f6UvhV9vlDsAJnY6O/2cnbhHjoOHcmc2V2sLGBRUNGwoKhg6BvS0ex95W/R07lYsVZ4FvezR1exsVCr0Vz1fbIScdjGNPYIt7PixLRSiXzl98mJibBzdvCXG+c211Qc2JfxsbAojOnYNeVMCaLTVXMzdYX37o2TNaNbAlMhscRuVdRpOY3XK6XmxnbbIVZnruzBfMO0BehuiwkSzDpaKhWGH2vNT8e3MOqUcgP3XrBRF/BCVZK3TJl4cj7n8D3XXowwz70MWj971+wPFhovdHV1AqvtxgnfdrfEdZ8VQ7srIXPyNHjgTov2jXl/oNHcO26kCQuV7a0LIaHcnP89k1oO+dv1kbjaGMLy4ePYbLzQU2aQ+hn38InbTuy44Hnv07zZzF/j9dxsflW2pd/7MrMGZEz19Pgvf9iVeZfo3cLn9d78EiA6JEhZd+5VOaSjwz0swNPGc3GsDhz6MhJlZ5VYwOPyfCVS1giyLtSFVgxYhw7FnjdH9PCFy5+8T180aELuy6hx8fwVUuh5+K5rE/eEOA5hicHcP/t3ndE6+fIyMiAz7+eAavXbRPv69DOD4oSFPQaEfFJmdDv52j4bnU8nLrtCjZuNcHCUuks6eZoAa3r27AZacjWwBTYe061j4lLYLvUrQ9fderG5LE/de8Dv/fuDzP7DYa5g4bD4qGjYds7k9lFDrO7KM1AF1Svv36BTRdDmUt0K0UQlZiUBIFBmjtjGuPCHfvDkM55zOVVN5+3SWPDXCRXnTsLGy4IsvG5g4ZC00rCInXrmeQcUiTE1toa1owcDzVLlhJGGa1czEYcSWlvghJnbrSBVcT+frk7AheEUype4Houmsv2q7O1G7jHjIHLtzzgTUz+srLxLf1g+zuTwd3BEe6/fQNf7hYuKO1U+npNb3QR76lEw5+xnfIPEs4aoNcaVSpYscWs+uH3P4EhTYXz0qQejmwxjWSv9iJVi5eA3ROnsGoJuqL3WvQfS0ZIwfNctaqV2PbTZy/FZEph8jY2E64ognj/hpotMlVNrOoXmITzgy0b2Gd9zNoV0HLmb1D2+8/B6+9fWGvNTwf3sGN36eljlnC48fIF28YZ5Gj+duD6Vdh5+RI7D265dB4SUlPUVnuxyjRX0fOvDkxcoCKHm6hhAiA3tQ9PGL+HbRQyzINFSTnvI27WpKFBEqT6gm0x/wYI7sWYAP+4be5GTriYn9a+M5z4cBo0KlcBktPT4NMdW+BuhHqlRH6UKWYFB35yh5B/izEpuYe7K/To2l7sS9y6U32F0RCuzfi6xtRvjckINA9DtR16Q+D56ugHn0D/xsrzprOdHfyvWy84+8lX0LFWXXbf+gvnoPlfv8D80wF5Go9hC9eyT1yhWU1h/YjB64R/Y1hrHHd4514gWNSQjsHBNgBMwP+4TiiquDtZwGcD5JUeoyIo4s1bsR2jfLkyYEw8fPuGqSBjU5KZnHnTuIngmO37jcfnm87d4cLn37FiEp63zty/Cz0WzoEXsTEGlzhjtVabyjKeq8ZO/BSWrtwo3jdh7FBo3FD4bBUVjOcsQMDMHYlif6NFVhqkRV6FxPtb4B2/l3DkFw84N7sYLPvEDRZ95Mpc9JDpa+LFTHh0YiLsvipULEZ75S9Z8KpchfUmYn8PjsjBqsh7m9ZCt4WzoWEbYXGJHD6qzMiZGkcuCosSnF/XToPRH1it4ng2lj9zjwu/L3YJknHMuA/0bCb2yWAPzsHz6s1YUE6LzsElnJzhUeRbGLVmmYrJmIqZlQkEvdgrxLPIOAJBk17enCZW8hkloXQcpWTVipeAef2mgHVmMeaAuTtEs3FD/jVqwYYxE9j2oRvX4MKTRyqyoYBTZ01qnNTlB2lw9oZwfAa0stfIYVV6bKTjZPQBAydkbAtfaFiuvHg/zvTs6a2cdX3jSc4qY/USpVjgi2PAnsZEQ/+l81nWXkpzRW+bsfT1nr6mlDb7azifN0ziQVBQ1UZMIBy9LbSBVHBzZ//HvkOseGBrzcwTR5mXRLv//oEmf/4MPrN+Z9vdFs6Bvkvnw7BVS5iL8OTN6+DdjWvgxwN7VZ6/aQ0baNtICGZ3Baew84U6UOUiTdDuP5RzhuX1x+li4FzawxJGtNO/youclVSWjVHaPO/0CfjlsBBYTvbzh287d9fo7xqULQ/HPviU/R/ZGqaZM3ZuwZebk/LcgSoyjqElznsPKIPenj2Mx7UZFXWYKELzMLwmdK5TjyUa6pVRr9CoUbIUbBn/HqwfM4GpWDAQ+2bvDphxWClRVQdeU5d97CaqJs7fSYd3ZsUyNSEyoF/3HBLnszdSoe9P0fD96ng2OgzBgFeOVoBcpc2djUvajInv/ssWwKu4WHZuwwKRh2PuQX85N3dWTDo99XPWVhOfmgIbFUUNuenQ1o/N7eVJ5u59R2s0sSM6Ogb6D52o0uP++SeT4K/fvoOiBgW9RkL4/TRYdyJZdOBLPTsEooKmQOLN+TB5QBWoXNpKzOCj4c6MMcIHPz4pC6YtiWP9kZvDzrNFHVY3uHw5PzD7OdrbBy589h0LwlCmGfzwAcx9ch2gZR0AK0s4eOSkSS3YOekZWXA0TFhEokGR9OKrUW9c4/qyX+xGr10BqRkZTC4zo4ewAMC5p1jFRzbkMmYAqVK8BLvwWSuO0eFbyveKUt8K5YXZnHfuPoDHT+SbvWgIpP9ObcwxpJVenP8oBygdwyAVWT/mXejVtBSbR4vsOJOs8Wffp2p18Xv3+5EDTFJXt7bQE47ztm/eEiSopsB6xbkIq6k4pkgT2VRw6CXRGblZU+VYDF25+uKZOHN3mKKvXcqkHg7Ai5oL1FR7uekYOjyjAzdW4fddU+3d9ZJKnI2gr/fIReF85WgHGs/ClKpTCiroXX1OUC5gIuLK1z/A85//Yn2h2IuIFcXeDRpD7VKl2bmKgyPY3BwcWBICzcbw96heQdafDxHbazgf9xUWmvj149JkdQwe0FPc3rh5t7iN39uNJ5Nh8K/R8DZO+A5/2MtRIzdsTThrINM2OVgZEgTf7hVGDo719oVfe/bTSgGAMs4hTQTp+Nawi7Jd/zERWLpUCbZ9+coNg43Yw/MtH/mIkv9WRjIDFhPWnebOEosTKI/dOOZdphLKCzx23es1hOBPv4L3/QTDy8VnTkNkQt7uzo52FrD4I1fWMoBcupcOY2fGQkxCJnTv2k70AgkIfQQTZr2FMf/Ewq2nQhGlpJsF/DHeGQa3kd/kSBr0du2sauBZmMQmJ7MKL14rPBwdWcCLBomagEmid1oKxQf0nzDEmhmdlt+bILig88C3TceB8O3//lQrUUeePX8J3fqMhiDFTGRLS0uY+cd0+PbLD43W2M2QUNBrBGDAipJm/I5gRfLdtjEQpZDi1atbU8zsSOnW3A4GtxEqHThTdPauBFh9TpA2o/ERSpW0ASuJaHBx6qPPoVW1GsC+rrUr4EBZePL0Ody4eRdMjfN30lj1VFNpMy7cwy/fEE8uPGCRcyGC892KOTqx/hCULSO4COvXSjiWF++lw001VSsOmiphdRiZrZCtIXjykro4Hw/QvRfL0KAB246zQgXVu5Y11CyvlPDnl628fvMO2y5VsjhUrSJIU/VlZbCwgPerVgPqlC7DRqfw8UW3nmXAjSeaOzN+3akb+/+RWzfg3KMH2VycTUPijKYnhxTBV5uGNlCpVP7nkhu37kJsrCC5R7mUHE6cGy8IVd6WVaoy+V92apSzhq7NhO81vt/cqoG1S5eBwYoF/PJgVRWEl8QIrbD7emMTMyFAYWLVrrEt2OYxSzy3oNeQbvMcbIdZGxoiBlR47kHpH/a/Yy8ittSsHjUeQqZ9Ay9n/M1+In+bBa9++Qce/fA73PruZ7j81f/Y7wM//hJKOjuz6sjmi6peBPUqWYtmSIcupMKXy+PgRWTO72KvHh3F0UXHTwaxeeV4jvl8aTxTQqEhFq7tpvRygEGtNWujyA9U2aADKl9ESj9HhQ0aUH2qcJtF/45/+g3SaXGLUlv8u7tvXkP4c3n6FLGPdPCAXmqTFHIiletiJZH3rxY2qPJiUwHs7FkCG+Wx2siuHWxs4cfuvVlFEcfnLAo6lf/f2FkwdWCbBkLgi+0TY/+JgbQsB+jUqSs4150Mbn7L4NQ1Ya1kZwPwfk8HOPxLMejnK3/AiyOk8HqBYGLYWOS1WDAauXop68nF/mpU1uG1QxuGNvMGSwsLuPcmAkIePTDI+/z68ykw68//sbngfN06b9Eq8PbrCTt3H1IJtnHd3rnnCHF/29nZwqqls2D8mCFQVKGg1whYdTRJzK6N7+wArx5p5k777RBnqF5WWJDOP/KAVUaQkQpnRl2oX7Yc7J34AcsMM2qWx/kOcOhoAJgahxULd7zed/DMf7GDFVKUyHH3XTmMeKQLxYWBgkwcRxNlzx5KZwdjdSIv0JgMOfvwPoQ8VJ5Y20skzkeNeF7vnpAUplBAhmshNTx3PlylZ1SOLCVWl7h8D43eOH19lMdjR5DmRm7NK1VhcjXk9yMHob2/8jlPmEhfL84y5c7wvVvaF4rUE/vVcB4iMqxpziovZ3IPoUKC1/mF+3N3+h3bopXoxikdY1S/bk2x2oGjytLSBEl3YVV50xRxey+FdDs/sB/vlsLEChdBlSspJeCGAl1Ksc8aF4Y8AZcbmHy1t7HJdWGP1V/eirMsODBHdWRqX0dW9ebjzTp9EwV/bU1gCQIOJli4My8GowvXnYSBv0SLrQk4/3vZx64wtY+TbJUNXERGRwuGQo0a1AUXZ+MZt7IiOIi5zWISAme9o3pLF/AaxefGb1U4C8uBVOK8edse1t8rN3v2S0YVde8AxsDT6CiWDEXWjZnAKre6gFV4dHhGFgedgviU/Ftw7GwsYP4UVzYSjBuhDv09Bq5YfwiO1YeChaWw1unhbQsHZ3gwlQV6bRiCA4eVa8lundsaRbURzzuTN61lZpSoTsGkHV7LtQVVlh1rC0F8biMm9QXPpeNGD4bzgftgxNB+KuoG7NlFGTMasuIkj659RrFKL+Lm5go7Ny+FXt2NR+pfGFDQW8g8iciAOYp+owolLGFKT0c4d145BsHbq0meGbxZE12Y0UySnfA3PpVrqK2KaAOehCa1agOVXNyYvBkaVlVx2jMFMjOz4MglIehtWsNao55EQ8oE0bTlWUw0WyhKgytOtTLWTIKN7DqbIhpOqAN7f9A+H5l9Ulnt9W/dkklLkVOngwt1AZ/XxWXdiSRRPtWxiebmLyqjimTq50UTHawyYa90z/qNVHpGmyrcLzFIRzWGttXe43dugk254qLRDrpq87mExszuYIXBmJ0FdFAskrSTnesv9Txx5xYLrDAo6tso92Ndp6I1dPAU3uOB0JRcjccwAGheUZjpuyJEmRDCxBZvY0CjD+72WhhwU0JsdfDTsJ8XTaww01+QJlarQs6Kc8RRrqwv6ISK1ZHrL1+wRF728+Lmb9zFKhVWbZccTIKOX0fBisNJkKow/hs2uDf7v335zrD+qg/ceyHsEzTy2fU/d/CrL6/JlIq3QAv5vAXkmGe94aLQTzjBp7XWiq/sDFIkNbaFX9Rrdq8UVK81UlT3Xr1+w/wO5CQqKlo033RydIB2bZSGgoUJBkGYjEBZP6qK9AFHTqEPS1RiIqw+p9n+Q+XInMkuouoN568npArXuLToGxAV9AF81jORtc8ZEmMcVYTnHT7Dev7gEWLgqgsjmrdg/99x+ZJGCQldwckV8/6dAQd2rYZ6dWuJ9584GQS+7fpC38ETICZGSMyhUdjBXWtkuTabOhT0FnIA8MO6eDbAHflplDMLZNGFktPCK2/ZFC76Ph1gA8m2ggFTZqynLL0EmE36oaciI1uzHITcvAVv30aBqYASnldRwkW6UxPNqiZY6eF4yujcjMfjv1PCiX6EV4tcTRF4byu6Te8JzvtkOVXhwolVF165cndzBa9mQuAWGxcP5y8Wfo9idrCniKsaBre2Z+MVdOmh85HBHRiPy3KFtBkXEVxuzumrkHZFxmXBqauaB6tNKlRiQ+yRWYEn2PB3BFUEXBJprETGZcLpa0KypHMzW43GSOF+VHFuziNRpync3bxHvYb5BlajOgjHKS0D1I794oxTJJvQATUpLVVtXy/vAyxoMFjnxmG43zX9XhS0iRW6mmIyh5uLyQH29+K0AWTZ2ZxtGbXKW8PSj91g5TRXqF9JWJBHJ2TBb5sToOv3UbAnJBmae3lB6RbTwbXJt2y2PfJuVwdYPc0NynjIv4jHKgrHmBaS2CuKgRDKZ/s31v97iL3ZWFlEN9qgB/J5EhjS0Ao9SHj1uGP71qKSozDBhAGfM44eKvomp7Cd4D1ff9GwTNNxYXhewUIJVnS5sVsD+4MQFTgZ0iKvwPZdB8GQRMfEiqPFMCHh55u7iqcgQU8BBFVavBVGV7rVbcBa2BJSU9k4N0OD559TR7bALz9+Ic7xxdGBPMFer05NOLx3HdStI2+7nqlCQW8hgnN3T18VFjq9WtixbDT2LfKZi9i3WLlS7nNCOQ7FbkGWZQpYZNrD/bs1YM0xeebqYoXFDeMTS0vIalAFjp4w3j7R3KTNSCcNq4nhl6VBr3wLSJydfPn5U3ah4yYU6sCKFVY/ebU3L3yqVAMvhfxmjqTaK5U4G+PoIm6QhAKCIVoYZOAJ/OKlK2wb+/caNtDMqC0vzj9+xFoC8LiM8c7pdt7dy5b1N3FppTbwau/Ju7ehakulQ7DcVQ252R+awsbEIL1bapYsQtM06ezkkiWL6/UecITHvutXcjWwyo5PHRuxzWPDyeRcq/L98Hzm4MDGfu24HJZLX2/hJIoOXEiBTMXb5q7UmqCqTjF8Py+OW+MGVk0ryNNTj0xo6ScGbeiaqg7furaw7Tt3mPmuC1NFITiGaNqSeGj9WQxklRRkrJmpseBX/Ch8PtAJbLRIqmlK9iSPXIZ6crAiREjiDW7aHJxs9e9fLubkBO0V5nzbwpT/Zn0Z2Le72Ge77+BxiFH4Acjt2oz93sYAKldQ3mxrZQVDFWPX9OVdXz9m0IcKsi1aOGzjdwK/Q/t/cmdTQaYOwWAoS8XF2VAcOxEoJiRwzCK6rxc2OC5tp+J6MKKZUKXVB0ye88CZJzoMDX6Xprw3Bs4F7oX+fYS1B+LTshns37nK6EZCFSYU9BYS6J73y0ZhDpqrowUb5J590YXSZk0ygmsUvQPFLBqCBdjAH1sT2JgGOaq9w2srqiDVy8C246bR14uLksOKUUX1KllBxZL5Z/pRInj5ilDBwBNxnVpCL5MczDslmGr0qt8oT+k5XozQyZkbWr1UY9rCwc8F7+3ddOm8OBdOZXSRkfX14gxSXNxzox6c46jNTEyeuWzerJEs/dbLFTLX9jVrM2fs7Lg6Wory6xPhqRAVr7m8D+W0XC4dbplsMvN6dysUBqXcLEW5vTZVLznm8+66HMZMRdDlt13N2vk+Hr8LI9sLCZTX0ZkqCa/s1RHeH7xCYmiFs17V9Y0XJPtClPvdWzFiRNPvhSFHrEnBatLa88EqBlZygccZz43ofcCvZ+pAk7meLezg4M8e7JqJM0QRPosdZZqRp9+FMwcWGKRXlCd5eJ9cjepVoFRJ/dqJ5OLmq5dsDrKcVXipxHnnlTCNK4r5gYmxju39xLaCXXsOyfK8CQmJLLBCbGysoVOHNmAMrFK4neM1obhTTmNSXUDFGD/OaGopHWGYH/jdRSNANNH08/USHbXxfIL9oIbCGEcV7b4Szlqc0K25az15FH5c4ozfx3tvdJtzrQtoDLZ80d9wbP8GWLHoH9i5aSm4u7sV2OubAhT0FhL/bE+EN7HChfqLgU5QQtFzGiKRNntLZkjmBg6O57Kjn/u0YqZNaIbyyaI40YxGH6b164fRCqv2noh+aZR9otm58zwDHr0WLgCdm2qWSbx9xzAmVrdevYRDN4VqzAdt8j/Jd22mfL+5Ld45KP2sUaIUWyguCBQSEtifyF39wq/cgMTE3M19CpqtgViFE7ZHaDGmKOd8Xv0DK5xpvSP8korsVR3cvRKls/sUPZea8lUnYZB8+OsX4FKzorB95TpERkaDMfLoVQaE3RcOEAYWVjivqBDGSPGeRFxsa9qTiMZjzorZ5WuO5/6ZH6dYJIY+fsjUF0jZMqWgUsXyorNoQY/7evY2gyW5kG5ethrvdzSx4mOwBBOr/FVB+nDg+lWIiI9nvgTo0iwnmGAdrzAbWxl8Jt/+UexPHNfZAY7+5sFkzFj5RRPISrHzITPppUF6RdV93uU4F8k5HQBBBRCfsSsH3eo1YMccFRjHbguJYWOVOKO6CYNopG1rH3BzdYHC5nVcLPvuIGNa5FQU6cP7fu2Y/Px2xCtRHaMt6APSt7dwrUK2Gqjai2vHw8dOi0F3ZyNJSGC7C4KmfOghIQeohMHEN3v+84aZ2ZsXzZo2gn59ujK3ZkIVCnoLgQt30kSHXjTaGOhnp7anzDuffl6EZ949y1eE4a2qwuQeQv/bg1cZMD+X2ZXaNsvXVoz/SitfHLYeN35DKz7rUtNRRcilcOGiJHdv3LzTQjDaonJVNm4oP5pUt4ZS7sLXkldF81oo8movVq5QtokXsKaeDZTV66uCW2Rhk5EpzMxEqpS2BB/F3EBd+nlbymBihYFVcnoac1vsWid3WWirejas+qaLxBkXnn0aCt9hW+86ogrh5GnDuDrqC3e71UbanN25Wd+g98HbN2wGNTK0meYyQHQaHcDHft1Nz1XpgiMocCSbNEhA2klGSxX0uC9pMkUbabPUxKpxw3oGN7FaqahWoYGVq738fZJYHcFF59OYaDh0U1nBzgtUY6CM+fjvxeCrwU4wbHAP8XcbtxhmHI5qP69xBL3Yo86TRXJWeRGUSfeoLzgNc6d7Oejaqa2YoEW5OO/11Ie9RujavOFCKKRnZkKVYsWhdbWasj43OmxzufS/Acd09nMZ1F/5vdm2c79BZswGhVwQx9qhVw2uLQubh5Fv4fS9O7JJm9VVe9GfQi4TOEJ/KOgtYFLTs+D7NYKs2cYK4OdRzkyyhaAc64JC3ozSnPx6tLDChydUbsSDfNDLkUl6ETR1wZmb+jLExwcgIgbA0gJmSvpHjRUuba5axkrs9dOqN04mEyvM8G5ULESmaFDlRfCz0EURqOPi/VV03jNihzT1YjLQuJQU0ZWWB73sOcKUwXxhcupKGjx7K5z4h/k7iJ95TUDZFk8GYaDfXAMFRF7gBR3HenBTkbyqiVh14wEgmqPlNgs2N77s2IUFI2+tswDKFhNniRobuE+4a3PNclZQt6Jm3xs0t7t1R3DcLVO6JFSpLFS09TWwwky5ttWqEZLxV2vzqPbyiiLOhcWRVYXdC89dmyuWtIRGVTWvNBSkiRUmI7AvUVotlxvsH8XZsLkZWmnCgD7dxF5R7O1EQz+5kSZ5fFsah4kV9iRi0tPV3oH1rssNJjq4caJcjrRYhXpnzFDx9lff/yYmcXQhNTWVmVgheM7t3kVICBf2eXV16FlxjabNTF5NwcQ3/nsvPHnE/EN0oVmThuK5G0c3okpMbg6qjCoyDmnzRsX1pl6ZsmJlVi5QqYQ93M9jY8RzJ1H4UNBbwCw7lAR3nwsn9ondHFhfBefajTsQn5AoZu7za/I/fPM6M/1wsLERL0rWVhbwThdh8RebmMXGrehLl05t0XaXbd9JT4DrLwtW/qcNjyMy4MaTDLHKq2n1Q2UBKVNv3JKzgZCakcF61VCKrCldmwvHHZOt+UmcsTIy2U9wcVwQeJL1QjbxVL7WJSMJevmYIntbgP6Kipym4EWYS4Ib1K8Nri769USdeXCPycFwTAqfEZoX/XyV71fbai+Ol+qnqPaCZzVxpIAhMun6cPlButgSgEG+pt+bYIkbtb6zkzG5sfGikMTTxewFx0zx0TZ43sutB7tng0ZsRBX2cXFzHum4r5OnQwzWD5odTKLcVJyvenhpvt8L2sSKj0XBZAS6kxuKCT5CnyfKaO+/iZChV/SwrO9PmuTBPkh9kzxy94zi9wZ71+Wmfc06rOcxKS0NDugoo1XHxx9OEPtJL1+5Aes27dT5uU6fOSdWEnFWuL6GenKAc8HvvYlgs5J55U9uapYszfxCkH9PKCvd2oDnnQF9lQZIchta4fVu/0FlP2/XzrkbehYUeL3h0ubhzVrIrpTBnuseiuNiqJm9hPZQ0FvAPXPz9iSKEs9JPQR7cV37FrnhR++GnuDuoHyuLs3soISrsr9N3wU2Wp6XxzEQr6Lw7Ajf79oOxsoRRZVXG9dmXOBeuSaviVViaqpYrUDHZrzoaYowV1g4fgfP5x9kjWvRClzs7FgCZNPFUKOr9GIigo/BQfmmm5NlofbQcRMjHCuE8rD8qFneGhpUFpJTu4JTmFRbG77s2FW4oJZyByhXDJ4+e2FQsxBdwH8XB53kdZM2N9N7VuLjqEj2XeHmOdoyqoOQ8EtJA9hyOjnXRNFIL2EBujz4DDs/4riv5k2FZBEunAvKxVlF2qzFfs9uYtXEs36BGFhhldeQMmp0hMZWHX5sdGHYIGFmryEkztIkD37eC2Iucn7cePlCbAkYK3PPqNSRtq8ieSenxNnF2Qn+9+0n4u2ff52ts5Ozimtzd+NwbV6jqPJ2qVMfyrgazlDo47aClBvHiYU9faLTcwzo213c3r7rgFbGWPmB3gOPHgseCtWqVoJaNYUEcGGCyW+83lhbWsKQpvJ6FHBGKhIdqJCITFD0CRKFCgW9BQQurP63Nh5SFQWEH0c6g52NRe69QvnIptCt97Ci72m0QtosncXGx8HgTNTzd/SrWuCFvVsnf4AwIcN97P4d0QTGWPt5y3hYQsMqmkkFcUQUmsIgDevXEeVx+so0IxMTWDJieHPtZtGhpLaTwoALj11ETN4XHxzDws2Y5pw8zjLnaM6D3Lv/iM3GK0w2nUxmVWtkeNu8Z66qQ2U8iJ5Bb0R8HBuLoq1Ms6+i2ovuwME3tTNzwz7SgQrZJngKCRVj6uvFET88+PKuZQ3lilvplpDQs7+RV3k71q4LpVyEXj9taV3fBiqXshTHY6VnqE9QjPEWjj2exy4+fZxT4lwAzud4TeBKnNrlrdg8Wk0pSBMrqYHVQE/DLA6l15p3FNVeHPchnaesjTLJzU34/Jw5GwqPHj+T7f3JmeSRe0wR+kagssRQoNEPr8K/TZBPNj50UG8xURvx5i38PWuR1s+Bsuh9kqC3R9fC7+eNSkyAXVeEa81ob9U1mtw0rVgZ/GvUYtv/BuhW7a1XtybUqys8B7qTB5+Tb6b8wSOqrs3GkCziVd5OdepBSWfDGJ61rVkbyru5M8WfNmOlCMNBQW8BgV/y0R3soWwxSyaX9Klrm2MBpLKA9GqSb1CVmZUF1UuUBN+qOSuTQ/zt2SzU/PrbtJI4v4wCeBHJbv9+xLBDzHUBA5JLCvdZbaTNIZKTe9MmmsuQcwNNC+Yr3JRRrqfLvMRuzWwlEuf8q72T/doyF8e7b14zF8cmkmpvuEQGWdCkpGXBlkAhoYD9ig00TERIkV58W+hpYrXufAjrha/kUUycP6kJWKHm3ydtXZyRL7C3FzdKugGULy4qC4yBwOtpEBUvBIe9W9prNR6ES2yxYtOgnrBg0lUZsfOycJyH6THHEnvFeW/v88hMOB6uPmjClgOUbEorih3aCcEWcrwA+nqxR/xxhJDQ6qFllffajdsFZmLFvQIMZWCVnQGNm7JEHroFb1c4rGsDqnX69e4i3t6yfa9s7001MV34Jlb4veHJIrkNrNTNhscFPJoy7bqiNNzUF+xz/X3G1+LthUvXaK2ECb0QDq8j3rLtxo3qQeVK8rlX6wqOEsR2o3KubtCxVl2Dv94nbYXq9q6r4TqPyRnYT1nt3bp9n2zv7cAhST9vl8Lv50UvBxyNhwzXYBa8rqBqic+ax7UHUfhQ0FuAtPe0g/0/ecA3Q4SZvFJwVMbLV0IPU+2a1aB4cY9cnwdlJ1zajOYI6hY8ZTysROfiI5dS4WWU7gYRSOtW3uDo4CBWe1GuoauMxlAcC0sRK4qajipCpMkGXxncOA/cuMr6eNDE4F3f1jo9R/NaNlDcRTiuhy7kX+1AF+IhijEiOLNPamxzMUy+HixtOXA+BaIVAdVwLccUIfidwO8GgmNlcA6druD3hjv24gJRG8l5MRdL8FU4TuPxSE3L0rrvqmsNRZDtWR2uXr8NxgI3sLKxxn5yzfsBL1y6Iva+otM874nVBTyfoBkbBjsoO9cHdHF2VHz91x5XL3FGxrUUgoTt4RfZCKsmjeuDh4eb2BZg6NFS3MCK9/NqQ0GZWKGBVcDd2wY1sMoO9qRyJ1VdDa3+3955QEV1fV380IaOIMWGgiAioliw995i7y2WaGJ6L19M74nJPz0xmqqJRmPvYu+9oNgQQVFApEuv8q1z37uPASkzb/rM+a3lYkAYhpk3791zzz57Y/dQWeKsjRl63OThBj/oKxAqdsUMyYaL5yG7sIApisaG1Z32oGlxyo3G1oqz8NqiS6f2MHniKHa7pKQU3np/kVo/v2Wbkmvz8IHGYWAlzsHP6NxN5eg1TcBObwffpux3o+JLDuPHVMz1btwaoZWIypTUNLYpwVUp2khf0BQsePNLisHT2ZlJz3UJL6pRVWSsCklLgopePYPRGtXNNCpLOOuSCeIsAi5GlHeRqmPmAKHjUVomODlrAu6e9+3TDdupAEnCjuqnu3WT5yYXbvpU39WKRUGpijrPvSr8dEiQ8kzu0Ik5K8sBJc68cD8VXQLp2XXP1zzfV7jYn7kTDw5+DY1irhclpkg9JysYoebCHjmpRfksLt4xogBnePisjTo8IsbJ5BSUw6FL6ssuPxwzTmjde7nB5aREjZxKtUVuwQPYc174Wwa0U7AIGHnRLeFacW0eH9YBHDTMyHZ1sma5vQhK0a8nVj/egcU1bhahOc+q86dZ0Y7ZngguHHWV84rgXPj208Lz3j7AFpp6q7co1peJFTdI0rWBVVUeE8c1UHp+XpSfq0PXzh0kkynsGuIGjaacOX+xYpOnk2abPNqCb+KhgZWjne4zObnE+djNWEjIytTqfb//1kvCxjpuLO4+CHv2CZmudYHvVWOb50Un5SvJd1lDQs61Rg74u14Uu714PsUROHXx9/OFzmI6Am76HTik+RhOxO5D0qYTZvNqY3xMU1aI15tJ7TuxeXVdEqCkxqRur+GhotdIqDS3WMcCUtkcobaiqlOQLZsV43OVGJekCUMHiWHiopMzukefjjcOQ56s3AdwMlrYlRzYXsGKRlW4k5DEjIW4wUIDH2+NHseZ27eYIQ/yTG/NZDxDxa4b+ibtPl+3pLalTwMYIbpE709PMriD8+X4UogU5eYTejmAg0J9CaZyPq+m87xcxjqqTTtZM6OonFDYPtylU5Ugn4bgWCAco4WeLnArPsEoNorQ9EndbN6qsnNNDMbuKkU61LaJpw4zB1SoClbU0O3FcQAe9YbmZrgw01d00ZnrJWwcQ91s3upMrLTlNl+dgRVfpOnawKoqLbx9oH9QsOxuLz7WSt3e/zZp/JiOn1A6FxlBVNGlu4lw+vYtvXbhwxo3gZbeDSSFhDZBFc/LLzwufb7wvUUqdRpxVISbJAW1aA7BWjCi1JRlYpe3f4tg8KuvPxfpkaFh0MLLh82QLhZHrNRl4riKzN61WnBx3rnbuKKK0BX++E1hDasrR+2qzBSvM/+JknfCcFDRayQoS2xrK3pxzmlzlOAsyhdstV34Z4jd3rTsctilgky2NoYMEqJxIC0bFCn3jarbu/9iMetoayJt1oYz8I9ilxdneEIaNtLovrq0tAMPF2GhueNMsVoujvtjr0Pj1sLFPyExmUmM9M1/SuqCaX0dNN4Mwu6NXJLuZzHZOcJNv9TFxdEa+oUJGxE4K5pXqP4mUqC9aJjRuD5cumL47L7NomszduL7tlG9U4Qdr9NidjJmimPOo1zWnD8j+RN0buYP2gCj4LqLcvSNxwshO796pQTmNGN0VXTKPda9GtCvR6W5Xl1FS209JbyfcW9uuJoKCIzi4SZWaNikq9gclJyjgZWzQvcGVrV1e1FKi/JzdZk6SZDLIus27YCiIs2uf9pUNmiDZSeFwqp780BmlqcPcE3Bu726MOZ5ZsFsNsaCXI+Jg9/+WlXr96PT89ff/VpJ2mxokyScF+UbArO76MZNuyZQ/Ye5vcgfx49CdqH6Cr9xY4ZKecLbduyB/Hz5njBouLf/gKBGwA7vgP7yrr3a5F9xBh7VK/hPH4xp2w5cFPaQmZ+v1cgvQn2o6DUCUlPTWRYp3+1s1rRmB8bd165AYWkJ+Li4wuDgus0RsHvj6milFUMrfGxhbYXfWXxKMOLBDg1KRg0Nzi1z+Xj3Vnbydu81XMjg88CdgZ/rq/mOJmYuDxbnslHinJFTt8S5i19zZjiC2IdV7HifO6/fbi+65u48KxRUXYPtwK+B+lJAXNBEXRKOs/r13aFVsPwdfJyBR4Mx3AXvHdBC9v3wrlxhMRa+6nd7e/g1F2408IBzl4T5QENxL6sMjotO1Fh4Kaq4ydcGvi48U7xDuzbg6ChvUwOLSi5tRommNhesj4rd3oJigHVHqn+tfN09YGhIqGTY1KRxQymy7G5yCly9dgO0DSpuIvh7o5UdeNdT7zJ8+Uq0JLNt1zZEZ4t8Lp2d0C5cLwZWVRke0oaZAOH1bsVZ9U1gcDOguzgSkZl5H3btPST7saC3wBlxLlGhsKsUC2cI8oqLWDwdMkfPhdXE9sJzGpWUCNH3krV633ge+ei9V6XPP/vyJ0hLE8wzH/I1WbkeOvV4BDZuiTAqafP6yHOQV1zMssCHt9b/cTKlY2c244055IdjY9T+eR9vL+jTS+iA4jkepeZyOXTkJOQXCOvOXj06Qz033bgkqwoeN/x6o68uL4JmpuPaCZv2JHE2LFT0GgGVJJxdO9a6iDkaJ+zw9wtqqZI5gpO9FUzoJSzUz8WWMsmpJgzl3d70HKhvLRSXe6IN5w6M5BeVw2FxxrJ/mEKtxXvlDrtmnd5fjhxkHas2jZpAn0DtmJwMDxdeu7IHFYV9XTwqLoLSlOYz9T3Xi1Jz7gg8orO8WbNTpyOlrEDckOC7z+pSWlYmmYqggZUmRQJ2enFjBdkqxs2ow/D2HbDqwS15OBqn/YJKHfDx80amutLmw0eFhQPSs7v8LuCFpAS4Ki6ccQZem/Rvp4AmnsIxs2J/ATyoIV/5sa5C9wHjRTDSSrkboQuJ89ErJZCVV66BtFl5nlc30ub4jHTJwEpX2a91gde3OeJrgxJnObmhVQ2t1AE3Fnbs2g/TZj8LoR0HQp7Y8cKCFz0uDAm6WmcXFYKHkxOMEfNz9QXOKGKeMrJWyxJnZPQjg1mBxDOzP130Y6X/R1OkQSOmwXMvv8MijjgvPjtPK+kL2pI246iGrudFa8oh5/FFB25EayxxXvT1YtmGVsYmbT4cF8Nm0XG0RW4WvFx4kY2RX6g8IwwDFb1GgDoS26M3hYVyz+aqd6tm9HMEvs7HxZ8mDMO8XhEbjDASu8+GBAtePpfIHatVISvrPly5JuyEent5QmCAn+zHgF3EtaLc66lefbXWfekSbAfuztzFWbUia3hIKJM55ZSVChE5Bpjr3X66SJJvDhULd3XBjE1ODw1m6PA9k3g/iy0GNI0nwLnkQR2EY+zI5RI2S64O7du0AkgWOhfXcrOMQtrs62UNHQPVW5wdOVbx2vAFqhxWnRXup1dAC63PvuFcP3cMx2igg5eqX7hhdBVGWGGUFXYBBirN9eoiumibuFliZ6Pe+UqfJlbo14Dg/KY+DayqgvmmKD+PS0+Di0nq5+2OGTUU7O2F53jXnoMs6qkumXPczXj48NNvoU34IJg261nYEbG/kunclIkVhbSh4F34aR27aGz8JgcuccZrnrZHAPDa+dlH/ydtcv71zxo2t4vd9iefexMGPzK90iYuuq7v2roC3n/7ZTA02P3mud+6zuatjX5i0XswRl5KAEZ+oeoFuRp9A35eslzt+8BNqp27KoreYUP6gaFZcUbYrB0WEgqezi56/d2Yo41KM2yM8G4zoX+o6DUCKgXe17K4T8nJhphUIX+tpxoSTZSW9mkjXBi3nCyCTDUX6spg/isWiEjqeWEX8VBsDBSUaDYvpQ3XZns7gN5qzCVWMuLp2kGjQvXErThIy8tlO4hoJqEt7GwriqzjV0tUeu08nJyhJ89u9vNhH3CRoKv5xKqUlJbDbvE16dbKjsX9yOGY0vuiZzf5XUBuktQ7IAjqOz8cF6YuvDtXUgYQIf6dquLh4Q718gS1Ra6bPZNwGwJ0NL56R1jIj+pqz/Jt1emA8flGnNOSm52MxyNmSuuiy8uZ2NuBnReQf/ZWv+GHG0QzO3WTOmg9unWSOnnHTpzRaKatKgVF5bAnUih6+7RVVOvkbwwmVvtihLGCgcGtDDoj2dCtHoQ3FTYj94uPSR3c67nBiKEDpCicnv3HQQO/DhDUpg/0GzIZZsx9Hl5/61P4/qc/4Lc//4WR4+dAx+4j4Ovvf5UiBBE8HrDY3bFpOcydNRkMCcaeoDuwPrJ5a2J8O+F6iSkSvMjTJm1DW8GcmZOk4mnO4y9Dpx4jKnXrcR3yw9cfwd4dq5ibtjGw/HTFnDXG1BmKfqIJ3PXUe5CYpf7mqrOzE9t44Hzxv8Vw+06FOaYqrFy9iY2IIK1DWho8O/l+QQFsEcfPpouRaPoE3y/TwoUNYj4GR+gfKnoNTG5eHlwU5xbd3FwhJLjmYhaNVhB0bEbTF3Xg8UXYEV17WH58Ee6+Dh4oZs+mZIG9tQ2L/OCya32DealoYoX0Cq2QnmrTPEwVtl4WzMX6BAaxrFFtMqxThcR5b6RqRdbINkLhbRcgzIenZ2SqfdGSC8bEcPmmnJgiBAsNvpvv6uIMbUKFi7gcDooyzb5B2pGcY16vu2gwtk2Gi3OYh/jerecMB85WbLwYosvLi151uHDxCuTk5klSTxeZGwk30lLgTqbQ9R7cSjfFm4eLtfT3Hb5cArF3S2s0GkEiE+9AWmG+pCzAriAWvtoCDdDyxadejrQZTaz4nDFeL5r7a78Lix3vwzcEBczAlnX7RuhrAc83r9Tl0enjH/oaymJx82Dbjr2w9PcV8O5H/4NX3/y4koIBaRfWGv73+Ttw7cIBWPLjZ0ZhYMVHNXDjGx37DbUZgdc6ZM157RtaIQtff5YZtSGxcfGShwButKHh1Zlj29hrK3fsRdvgxj+68xrCwKoq/vU9mXoFORgrr9uL89EYMYTgXO7/vfOZyj+LJmSvL/xE+nzWjAlgaDZFRbK1qreLCwxSwQ9HFzwiNkQuJCaQxNlAGMfZwoI5c/aiJJ3q1rlDrdl/vLDEzC91d997h9pBM2/h5V55oJDlRMplKJc4PygH93xhERlxraL7oE8OXy6G3AIxA05NqWAlN04NnJtZTuBloWOlzS4vB4250F0X2XFGtSLrkdbC4yhxtANwd9arxJlLm22sQTLiUpfT5y5IZj3o2iw32y8zPw8iE4U4i34t5BfOVbvvfNYaZ5fREEodOge3BLgvFI1bIrU/E1cXONuKig+kjZ8tczqWO8/bu6d8ufieaMHIK7RRY5aXqytmDazYhPpzd/VdW3S/DfL2kTawdBVdxKOunOyFXGR1wUJN1yZWp+JvMhMchY2NlC9pSLhUE9U0+cXqK4rwtfz+6w9h3OhhrCOIss3aCiXcTHh87jQ4uHstHNy1BubNmco6xsYAU0eI1xpNRzU0ZUK7jlIxIWfeui68vOrD/736dKWvDezfE47t3wCffPC6wU2RqoKbMthNdLW3lzbRDAWeF/j17oDMzSK8j0WfLpRUL9t37mMz7qpszM1d8IpkYNWvT3d44rHpYGi4gdSUDp2ZIs8QBPs0kMZ4+AgJoV+o6DWmfN5uKs7zBqi/EEH54oz+wuIvMf0BHBC7o3Lo37cHiylBMqNipblefclnleGLd8xPHSzKgFW10uedRGcnR2iLs5YywVkz7FjhRWJEqPaNNLDIwuxhLnG+n1f3AqOJu7tkNgLNuMRZ91b56EzLDbewI4qdNjkcO16xIdFDA6MklN7jcenp7AyhGkZIKTNS7B7iIb/jtHrvpTatgwGShA7n6bv6z+q9eLMU7mY8kNXl1eY8777rooS2pfz3niq0amoLvUIFjfOGY0WQer/6988oUR2x5dJFGNivl/R1HrmhKei+fkg03BvY3h4c7dUvWHftqXAg7tld/nNfG7yjihJNJ4W8TSttgjFWGJuE2aNY+Mph1vQJ8OfS/7HZz8vn9kLK7fNw6eweiNjyD/zxy1fw0buvwvNPz4WlP30B0RcOwJefvc02FYyNS3eTWK41XmuGttLNPLeq4AavrbU1ezwn44X0CW2Dmw/PPjmHGWj+u/xHWLtyCbQMEtIJjI1dV69I6ghHO8O/b9DslCud5K7N0AH91RcXSJ+/vvBTyBM77jXxzodfweUrQnfZy7M+/PLDZwbvxt9ITZGO0emdDLdZhO9bnCdGeIQioV+o6DUwyt3G2kys0vNy4UryXbVNrJQZ39MeHMVz8T/75Euc3VxdpAVX8a27UlwPyhX1CeakolyQO7VijqqqnL9wmc14IZ07tZfdSVSWNndp5s+k57qAS5wxi1hdiTM085b+Zl1z7EoJZOdrJm1m96MkKdXExOoQlzYHttTqhTe8hS009LCu1L1TldDWLQGSBNfRhAdFTE6qT5RdwIeEq7c4QxdPfs7CjS+5s3SFJSVwRHSv1nXRi8wbKmz44Vv+7xpme0e1EbozWFh5NvFhEW3IteuxkJAonOc0ARU24ikHxnSX997YqRQfoitjmL3Xr+rtdVEFdMBFozNNJM5VwfO9b5NGTEUyfuxweO7pufDhu6/C5AkjZcdv6YNdoqIq3LcZeLno14inKuiPwLuJ6y/qZkwDX6eP338NVv/zM3P/NXQGb01gUblbTLEYIhY1hoYnSNzLyYZrGkRLPffUXAhqIUTt3UlIgq++XVLj927buQ9+/WOl9PkvP3wKDRuoN4qnC7hxVAffptC6Yc2RoPqKYuMmY3KUK4RmUNFrQHABifJmBB0mO7ZvW+c8L3asWskMokfTlNHdHKTYjJrm21RBmuvNLwIvMbpI33KNvZFFLC9VznycqpsNqrBNLHp1IW3m9GhtJ+Ut8/zbupAej6cbBhizWUxdyNCqkzajMy034FKX4uJiFkuBoLQKc2DlwmNX+FygtkDlBC/qsXN6O0X1whVdwhWZuWxIu8zGGk7rqEtSE3vETZPWzWygiaeN2s7BPLolvENbZngih+M3Y9l8lZOdArr5615Ci6oD/Ht58Zlb+PD7oH2TpuBbz525a+68ermSxHnfQc26vYXF5VKxHdTYho2bqAvO5F+5KhzPjRr66KQTiZurfBygf5BxFL3amOs1F3hhpasZeHXh2aOboy6wBANLBTvwmBCARflgA82LVgU3Rdo2bqJRdBFfm371+dvS5z8s/guuRT8ct5eYlAzPvlTxfdihHzRAXCcaEFzzrBZnrTFGytDgyAhK4DF//JDMeWtCPlT0GpCLUVeluQc0hOHRCrUVvXLmeZWZ0b9iF3vlfvndXmVpnd29+waJLuLSZhdHK5afqg4n1JCV10ZcWqrUgZc6qzpAoSRxPnoZu6l1LzDQ5AQjRxjNvCE7JxduxN7SqakYL6h6htrJcqblHWmcC0I6dQyr9X1RG7czMyA2TXBg7SPOBWoT5Y0WdQytsHvROjCQGcEh689UNs/RJbjRdTNZKNAHdVC/26g8z9tLk3lesZvYO7AFi5LSNXjOnD9UKNBRibD2cFG13/OIJHG+UDm6aL9mc73rjxZKudXYdZZzDo9QyrwcMqiPTrpeB2IEKaSPiyu0aWTYjogyvAC/dDeRpRhYIhl5eXAqXjh/DzGSoveR1m3ZfCR2E/kaxRLhHXgcKfJ2MZ5ZY2muV9z8lUvfXt2YCgJBT4FX/u/jSpJp9KV5/Ok3IDPzvhQj9e7CF8AYOH4rjmXzohR/fJhmDQ5tKVcGiAaBO68YxgvHkqGi14AcV8M9mJtYqRNVVNN8W+eWwiJz/bEiyC2QtzvbpnVLcBG7PCmRwi7i0ZuxkFukvput3Pk4zElFhnZUgL2d6gtAPEGfPC3IsdA4rFOHMI2lza0bNoLmnl6gS4aJUtQStSTObavM9epujuSIkqnYcFGOrbm0uZPGrs3oZIn/tE2onw34NxBOoVtOFak1N6Uscd4nFoD6YI+StHmQuImiDkeOKZlY9eii+TyvHrsiwzopoImntWRohdFaNUmc8djp2KW9JIk/cPh4paxWdUDTwD92CZubPu7W0jy4ukQoSZslM0EdRRX1b2nYqKLqDGC42Rl/X1sa+No8EDck2jX2BWPA3ckJBohd+I06kjibAlzlZiybEVVN4I7G3tB4jAZl5mjyxu7v+OlK8VFffrNEum7juvD3X74EhRH4ASDcURuvNYYeCeAMFSXwaABrCC8cS4aKXiMxsapNYptVkA9RdxPZbW24afL4IpyJXXtEXpGK3aounYV5vrK7GeBsp2AnVX0tSHaeKWIRPnKkzVeuxbCuJ4ISQbkSTW56o7xY1iXKkUwRZ4vVkzj7uLMgY10WvdtFQyf0OJNTUFVnYtVTExMrLm3WkmtztZ1B8di7kVQG0QmqLypYBFOiUPTG5dxnslJ9wDvxvl7WEOxro7bs/MRJYWGrUNhB53B5xzzuul8VZ8z0OTdqa2MFc4cI5z408qrOCb27fwB4Obsw06TT9xKZAgfJysqW/d7BjYbbqcLJavZAB6bakBNtd+joSUny36+39iNRcPG1X9yM4IWMsYDvtb7iAt5SJc68m4hxK4Y2BlJmnOjijNmjpXr2JzCWDvzp20IH3tDmYlXp1jyAubCjGzvPdpaLj7cXvPtmRff2nQ++gszMLDh6/Aws+nqx9PWvF70HAc2FbG1DU1RaChujItntKTrKgpfDkODW7JyGJnAXkvRvZmnJGM+Z08LABQaX2OLBzwvI6kBjFfx+zH8N1cIQProc847H8r0FUFomb6dJ6k6Xl0Mza3u9Spyxs4Z4uVlB11Z28qXNGuQu4gmLX+x0Oc/LUdhZwUAx5gSjmlRxce7g2wx8nFwArK0AmnrrLLYIZxZ597lPGwW4Osk7tWA3jecn48aK3MIK3y98jom7WOoC5Q0XdQytQkNaAuBcb0GRJCvVNRitdCFOmOPHeWt1O3koO+fjGOEdw8DJyVGjLi923wM89WtyMrGXA7g7C3/3rzsLHtplt7G2huGt20gbWpWii2RInPH+f4sQnjPcsJraV55J0sHDJ6G4WFC29OnZVfZzXxtodpOULcgT+xtZ0av8mDRxozVVcF52T/Q1oyys0JgHC6vU3FwpYcKSwFEN7MCjiWWYOENrLDgr7KGLX3ONoouUmTtrsrQRmJaeAa8t/ASeeOYNyStk+pSxkgzaWDaKMEbKRWEPw0QDKWMAO86dmwobAxFXSeKsT6joNRAxN25CekamJHWsLQeQS5u7+weyRZk2Oh48uzIh7UElyaM6VOpOJ6ZJRhu6XpAkpZfB2Rhh8Y5mQvj3yO6wd5U/47FdzEvE3DV9zb+N6CxKnEsBftpae3QAgoXN6DCxcGzmDVGXrzEDNW2DRXheEZc2y+/yRl2OhpxcIcMWL65yF/c4Z42LMKR3YBDoisBGthDS1EYy8VL12GexRYgYXcQdc3XJPiVJ/GAN53k1kTbvVYoq0reE1skeo9uEwhM782joV1N00Z7oK9CrT1fp6/tk5PWeiSmVNhqm9HGQvRm0c9cBvUmb0fzGR0cu9Nows0LDoJhU/SYFGJpzd25DRn4em0vUtimfpuBm/KBgQda74YLQVbPEDvxgI+vAc/jxog0VHo6DYSeX/51rN2xnBlYIOjxjrq8xwaXNo9q2M4r4NWWGiZurOym6SK8Y3zvUQuDdLKR7He7B3CBCTj5vTUzqbS9JZXG+TQ5oMsTzeuOPX2QLWFyQXE5OAl2ibBqkrrQZixJl5+a6nntV5nlHhrbV2+IdDbvCmgvP+d97CyEmsW4H7lFtRRVBY08oLC2FK9du6My1GfOSB2gibdZSVBG/wIc19gVPZ93O8fBjEDeQIsUCpy7q13cXInFEiTMWgrreLOKbWx4uVtCxha1B8nlR/sg78Pqc56063mEvikOw21uVvi2CmbtmXnEx3He2k+bYzpy7CFlZQidUVX4Xu7y2NgCzB8nr8mIXZdcePczz6ik3WS7YSUPvBEuUOOPsH9LNP4AVmcbGuLD2ksRZ3xFshgTPZ7wDbyxRRTXN9aIqLadIvnkpp31Ya5g/d1qlr+G4C87xujg7g7GQlZ8vdVGNSdrM4Xm95xPuQLKosCF0DxW9BuLYibMqSWzxJBWZeIfd5lmF2gAzbSf3Fhbr52NL4Xys+t0/zDPkcTL5GfehVX0vvUicubQZ5xLbBai3eI+/nQh3k1OknUkvr/qyT6iHY2P0Jm1Wjsp5Z5pwYcGZ5o/+zauzWOrZPBDswQq1mwBNPOF8pNCh1hYFReWwX8xL7ttWAS4O1lp5X2hmYqV7aTOHz/UiW0VHcZUlzmhmVV7O3E+5C7guyMl/ACeuCe9xdAG3Qbm7GhQVFUvmb+imLTef9+yd20xuhh0rXXbga8PTzRrG9xAK0ONXS+ByfOWNCnSTHiJKSLdfvQz9eneTis+Dh0+o/HtuJJVKOeJ4jDSqr94MNQejxu6lpEmz4Jgvq20wN5kriowpqqgmibOlFb1SBqyRGSUpd60cbO1YN5pfFy0BLCTRcwUdrI1xJIBHsbk5OELpgwdwTHyPa8pbbzwHDXwqjDsx4zqsjXFENXE2RUUyb4aGrm4Gu9bURkiDRtDUo75B4j4tGSp6DYSqEttTt26yeR7sPLRtpN15kVmDHFkdhPwpuouqS7cuQk4f0rhczOuN1p1UExeS1+4IO8mjutqr3WGt1GHXQNqMO+94EfF2cZFmZvRFuwA7mNhLKLSwkKnL1MrWxgbCvcSFsp+P1s2sDkYVY1wzY7iYXSsHLN55pxdf165Kx5Y6YKeBL+D7Buq+6G3saSN1TtEcSdUZeWZmVVQCkJ6jc4nzwUslzPUbkWMydi4yCgoKhC4BzlmjmZIc+N+IHStXe3mdT22Ahlb81PFbRH6NEmeUnvXrV2EatVcNiTN3bEbmiQZactihJG0epqMuL/pGYG6kkJscAMYKL8iPxsVYTEcRu0AXxOzkwaKM2NjA9/LgVkLRs8GCXJx5sSJkrxrufFbX9b+PWPRpkterTD03V1j22zds8/Pl5x+HBfNmgLHBs3kntg/XyligtsE1Du/2Yi48oR+M70iwAJLu3oP428JFzK+ZryBzrAFuDNHVL4CdvLRJE08bGCrG4Ow6Vwx3UtVfRHRXkqAWxwmy5lPxN1knVBcomwVh0asuykVvbY7ZqkqbR7Rua5AT6ivjncHVUVi1f/ZfHuSL87Q1MTFc7Jo28YIzF7Rb9HIXXAcFQH8185KVib4eCxkZQnZt2zat2IVVDuhSiW6VaK6C7pX6gEuc07LL4WR0ieqxRYgYXcRnXXXBnvPCa+SoAOjRWqFZPq+W5nkNiX8DGxjSUXgedpx++NyHM4rY8c3MzwfXFk0rzfWqIkNPyXoAm04Iz3nvNnYsKk4uEZWkzf1AF/DXpZeecpPl0l10o80pKoIzoomgubNb3ETGrlCrBg3BWBkX1kEygCsuVW3Mw1xk58bagedwxZM20zVw/bRr6wp4d+GLRhVvhtzOzJDGAicZobSZM0xUFKHJGKptCN1DRa8BUHYPrqvwqsjn1d48rzJzBwsdiAflOCOqfre3W+eKbtzVo+dZ3Ad2pnUhP8PF5hZRPopxKy0aq784O15JVi6v6C0oKYa94hyPPqXNVSWaL4x1kuJXlu6ofZNhaq9eOIDEhm6v3c+A/Hx5nf2qYLG9/6LQae7XtiJSSXNps/x5Xu5SiR14dK/UB5hLzFUTm46rJnEODQmuVPQevxkLecXaz7kuLimHg1HCBbV3GwU4KKw0muft3bOL7GiPcwm3DTrPq8z8oRXnvr+q+Bq42NtLXcWT9xKhZZCweZKQmAzXY+LqvO+/92EOcOXfI3eDFOXNiJdnfQjvIOZu6yqf10glmtW60VpIXi83ShoSHGJ0xYUyOBLgaGfH5L6WkKV8JzNDGkkxNkftqvDYPny8OEpj7qyLFNYSrXwaGp2jtjK9AoPAWaGA/JJiixoLMCRU9BqA40rdxh7dai688ouLpUViTy3O81aVynJp5prDRZCdX3cMjjIeHu4QEiw8trS0dOjapBm7vUucQdImF2+Wwh0x71JOlzc9PROixQVrwwbe4O9X0cFRh33Xo9lJCiXnfUSTCEMwvZ8DBDcRuv+/7SyA2yk1d+qdFPbgLXaDH/h6MhdnbYCzvIWiuhqdtDWhsomVJvO8woKL53rqaxMCO3oIbszE36tbNRHUwp8ZgEDKfWbHjfNHR+O0bzJ2/FoJy+TmUUXqgvO8p84Irqwoa0YDOzngRhhuXPm4uEIbLUSvaePc17mlcO5be6QQMnMfVCtx3nY5Cvr3rZA47953uNb7zS18ACv3C1Lw0GY20E3NSDVllA2shgzqoxN3WJTPXr4rqHQGtjT8ZkRd8MJcGxEsxg52TPnfyefMjRXcKOLFnyVInPmcdYCnF7Tw9gFjJtDLG3zrubPb5r4hgdeY1eeEtcTkjp2MeqMIVTV8c5VcnPUDFb0GoJJ7cC0mVmiSgHNLOGeFeau64jFx3gwjZ9YcVt/dT/lv8BYX1xj3wbPbtAXv8lY1D1KVE6IRD++wyz0ZcmkzLkIMKQXEqKZ3pgvOxMWlAJ+uFqJ+aqKTtzjX29QbzmpprpdLm1E2iyZWms3zKnV6ZeYn5xYVSdnJfHdbXzwz0kkyGPthS93yfswhboUbRiiXvZuhM4kzd23GTjR249UFXYsLC4XXGWe40MhKk3neAS1bGU20x/xhwmtWUAxSoaqcP4qjC5jH7R9ekfG4YdPOWu9zzaEiyCkQzoPzhjlptOjauVv3rs1clYOL4iAjX7wrF71n7sQzUzRz5kT8TSblxuuMMZrx1CRx3no5CorMXOLMnYGNfTMCwXNQXwvZLIq6mwjXUpKleV5jh8/14vFkafnjhsA4Vh4WxP3sHLh8Rdhp86zvwRyEa4J3fbr4+TN3QF2Bbq5NvYVDYfneQigpVe+N112pW517/TZbKGJG6oUkYW5ZG5Q9KJdiccKDbNk8siay8to2G2oDNyF2XLlkUGmzMl2C7eCRLkIRgk6xB0SpcXWM7RCOFrQAjvawJ0oo3DUBO1poYoX0b6cAR3v5i3uccUcpJxIcFCDbVfvYzRvMYMzN3gE6+Mrr5GvSORzQTiFt0KDpmup5vemVYmO0xYMH5bA3UnjfdG5pB+4u1hrO88qLKsKLuTFG4vRtYwctGttIkuTC4opzX31nZ+Z8jiTZPWDyYuTs+SiIuxlf7f3hufOvPQWSu/ww0TNBDmgcxt2iMRpuQL+eoAv46zKgpXHLZzntmjQFd0cnNkZzRAfKCGNil1hY9Q4IMrqc0eoY3Ko1k2tmFxbAflEyb47giNMhUY461MjneatGF2Gn15yLq//ELi+aizUT3ZGNGZwHx/Nuwv0suCQqbgjdQUWvnjl1OlI64aBrc22LjKNSPq9upM0cjC+ZPchRmg+NOFe7G3BVlOeSz506L81c8Z1QbYAuxWgSJCebt1oTK5nzvFhU4cwS7rwPEt0qDc0bE51ZpxX5ZFUum+Gsjt6dOwIkZ7Lb5zKE2CZNpc1oPqwNafORY0rS5u7ypc0HYoQNpZ6BLbRu/KYKz48ROof4Fv9+U77qZlaJQqc3JjWFmXBoiws3S6X3jRxpM3Lk2CmN53kxuzs5J5ud74wpEgcjwPjMbUZOOcvtxQ02zqg27djHbVeiYOyoIdLX123cUaPyAc+hyJxBjkyNIZdDR05KjtloHubqov0MTFTj8E7vgJbGPc/LwU1VPrpg7l0rKaooxDQKKyzMh4UIqoj1F8xX4ozzlwUlJazA76Hj9Zm24O+ZxPtZ7DpjjuBG2FpxnneyERtYKePj6gbhopKTJM66h4pePaOqezA6uXF3Styx0jUTejqAm5OVFLWhzk5gU9/GUnZk3M3b0EOc6+Wuk9qA55+iRBNNg9QFjZvOXxCKcFw8tuHFhrqP45KQcdsvKNhoIgoa1reBp0RpbXzKA/iziikPB13C3TKF/8tyU0DWfc0MLbafFjZHnO2toE8bhRbneeVLkg7GXjeItJnTupktDO8kPBc7zxbDlduldccWIbkF4CyOAWuz28ulzXKjilDWfPrsBSmXu2N7eUZK3PitfRNf8HIRJPnGwsiu9uDjLlwKf9icD4+8mwWbjhey6KlHQoW/Ny49DToNqui0rlm/7aFzJH7+W4Tw/qrnZAUTeml2fojQg7Q56m4SpOXlgjXKHw3oTyC3a2XOeb23MtIhOkVQvwwx0qii6hgbJmR477gSZbaOtDyqCNcBxux2XrW4at2wkVaji4yNI3ExbHMVHd7HtpWXJW+onGttN4oIIyt6cYd51frtMG3eK9B/5CwYN+MZ+GHJ31BQqP5MqSlxTGmet0ct3UaMXcGZGDyhhjf10/njQtfdKX2ERdqlW6VwJka9eRzlQsU9V7jQoQlXaq6QQaoJRSXlUve5Z2s7qO+q/mGLksRSccaoS+f2YCOjC4jH7DZxntcYpM3KPDbYEfx8hOdl8bZ8SM6o3kgpnM/1ujrBpqOqZ45W5V5WGRy+VCzJ4+U4AiujPM8rV3qekpMtGfLwRbEheG60E1iLT8d3G2ufsw5tVfE4bZKztJrXi0XYbjGqCA2VME9YXbDgRSMrpGvnDhrP8xqjUZLC1go+me0iRYDFJZfBa7/nwrC3M+FYlIN0/o0vL4JmTQUnUHRw5mZw+DzfTC6DX7YVSBni0/s7aORkjvepHFWkq3zefeLr0tG3GXg4ab+TrOu53htpKcxF1xzZLRZWLb0bgL+nF5gKmCXsorBns8i6jGEzFOy9Kb42xu7aXBW+GcwVUeYGN7DCOWt3J6ERYArw4+hswm22jiHMsOj9fsnfrMj192sCLz09G/r36QZrNkXA6+9+qXUDJGMBF4/nzgudQidHRwhrW/MCkGeMdWrmDw528t0/1eHRAQ5gK66La+oW1oRy1/rOpRho7FaPXRy0cdHDudFc0RgGuzKamofJzec9n3gHkrLvs64ImtwYEwo7K3hrqtBByy8C+GJt9cVWj7A2GCLKbm84X6E6UAd8XRf+mcvMs5Ax3TWTNicmJcOt+DtSbjVXDagLn7Fq6OoGLX1qzr7WNRilNbqb8Jzsv1gCkbE1dztwdhmdxJHsaGFO9GDMdTY7rimxd8vg1j3hXDqog7zXSBvzvGgudvxWnNHN8yqDJmwHvvCAl8Y6gbuzUKzeTn0AC//Khbt3BAOhzZcuwoSxw9ltG2df+GJ5DLy8NAd6v5oJQ9/OhG82CnJ2hS2eS+XHFCGXrkSz9wXSqmWgbKf5utgndkr7G+nrUhNYBPrX9zTr6CIeVTTYSMZoVAXXKyNChevjhovyrjHGzLV7ydJGC84wmxI8r/dIbAyUauEaY0xg2smWSxck12ZTok2jxsxIENdWXEVAmFHRG3frDqzdFAF9e3aBz959GUaPGAjPL3gUnlswE85duAJ7DhwHc+T8hUtS16RTeBjY1VLMchMrbqSiL5nsCFE6vDeyWKXYleq6cyjh5hcDvlutDWmzvZ38uURlWbncTuLWS0KXt3vzQKOTaCL9whSSkdK2U8VwKvrhYqtj+za4mtdornflgUI4fFm4b5Ty9grVbFNGeUNCI2kzjyoKCja4Ic+zo5ykDaRvxWKoTjOruxlga20N2UWF0miDJuyJVJI2y57n1TyfFyVnWMS7OThC52b+YKy4OlmzMYH9X9SH1yc6gaercAwVZraU5pIvWQ8Bz0HrwLP/Cjid0QO2niqClPsVm7TY3X19ojN41dPs0rpz1wGdS5txM+KEkW9GWGp0ES7gD8feMBl34KqMFV2c0fQRTZ/MCV6UhDX2hUZu9cCU6NG8hXSNOZ8gbDSbCzgPi+qCeo6OJjUOgOB6Zajo4ryTJM7mV/TuOXCM7WhMHifsmnNGDx8ADvb2ELHvCJgjqroH4wLxVPwtvZhYVWWuGF+E42rchVQVglsGgIeHcAG4dDkaevkFsNvY6dVkRzG34AFzJUawoHNxUP+QRVkzGohxF9TwDm01iioaKc75GSMLpzizThPywYrch5y4O7TDolcodrNtQW3TpLjkUvhijdBF9qlnDR/MdNG4wDx2XLnolbdDi+cTPt9nSGkzp5mPDZuTR45dLYGT14rrNrMqLQN/R1d2UxsKCT7Pi87sLcU8Z3VAE6Uz5y5IypQO7UI1muft2yLIIOZi6oKFK0YZ7fu8Prw11Rkau3mDTanQjT+eGAc2DhVSUwe7B9C3rR0rkte+VQ9Of1cfZommgNqb5+0HugA3VtlmhH2FhNuUwHlKPp9obuow3CgqLC1hMuHu/sK11JTAMQY8rvKKi82ucxUhduDRddfUwCzlzqLRqLnN9a4+L0ibx7Rprzd1pDbhBnDoem7ucV8WV/RevR7HXDNbB1fuYtorFBAU6AfXrgvSXnPjeKWit2aJ7fmE25BfUsxiivTdGQn1s4WuwcIJY/3RQsjKVW0xgbmbOPOH4ALEMTOPPX50OsY8RbnsOlcsyWhHyZQ2X7pyHXLz8qWiDw151CX6XrLkePiIkc3zVi22Hh8mLLpjksrgryoy9fr13cHPwxPgvlC4bjpbYSBVF1hAv/ZbLhSK9dtnc11kReDUZmLVs7u8Tu/N9DRIyBKcqY3FkOfpkY5gJ25AfLspv0ZzOMnMCgA88kq0YmaVnFkGF2+WSgZWcjYmTp2NhOJi4fF069oBFArN5nkHGeE8b21gBBe62u/9zAOGBgvv+VKHa9DMNRlyryyGjMMLYKDrEvj1hXqsSA5rbqeRWzMnJTWNeRAguJHYpZPgIK1t9omRMr1bBOk0Ek9X9A1syY7r9Lw8ZshlrkZJChMxSlIGvUhGiJvDGy8KG87mQFZ+PpyMv2mS87wcvilsTmMB6Xm5sFc0TjU1aTMHc7id7BRsowjl54RusCosVjOUVQs8uuB1yMy6D1tXL3no/975+FvYd/gkHNj6N+vK1cS9lHRITROyLTnlVtYAto4Q6OsFzjzDxUjABW/7LkPgi1Y3oL59Oes22qAVcTUk3b/PFvC4K8fd9vTJ/bxyZuaCNKpvDQ09VCts7ianwJ07SZJTcK6dFWQXFjIJUFMPD7UfB9YI1xPLIL+onLk2t/GzBWsZNVbyvVS4fTuR3W7Y0AeaNW2s9n3gLG9CZiaLZMD5C2MGmx5X75QBvrXRUCmkqS0olDY+b8TegoySIpbX62JnB60bC+Y8dYFRLMmZwiaIl5u1lO2sCSUlpXA+Usg9Rrl/+3ahIKdxnJKTw9xOcYc3TMW/Rx8kpD2AVFH+GtjIRnJIVyY/vxAuiaZITm4ukO8gnPcwZ1huMZJ6vxwS0oT3cFBjG3ARTZrUeuyJdyEpSXCP9fVtxN7T6lJYUgoXxbzudk18TcbptCq4EOEmaa29G8CVy0KXxNbWlh2zuImrLVLTMuDmzdvstqenBwQG6KYLezEpkbnr+tX3hAaugsLA1MDXBF8bXw8P5iNhDuB1D98z2O1p7ukJ3i6m+dpkFRTA9ZR7zAOjg28zFo1o6uAGS2xaKpMI499kArHWD4ES4KvJd9lj7+jrZxavy72cHIjPSAeFrQ20a9zUJF8X5HpqCttY8XF1lTwLDIqTB8Csv8CYKQf1XmyDrEAKi4pAUYP8gHcT8HtqK3q3RuyHP/5ZV+lrzZv7wRuvPAfZufnS7KwxsWv7GrD5Zw6U5aTBg/JyeFBavewXg90RZ4U9lNTwPbrESSHMz2IGa0rWA3B3ForOunB0rJD1Zefkgnsjb1b0ZhbkM3MhdckrRFMmYU/Gw8UKyh6UQZkMFVt2dq5028nJUdZziiciBCVbhnhN1KVxfYBbKQAYOXo7tQz8fKq8Tnl5rOjNKymB4pKyOi8SBUXYPRReC5RP+9Qr18rzcP9+hbu3i4uTbCk8KgoQVwO9Z2rC0xUgPVt4HZLSy8CxGpdrWztbsLK2gvIH5VCYVwC2zvWgtOwBZOblg4dMB8os8ZDH96297QMokaGWul/pfeMk63nNzBcUBQ62dmANVkb12qiDwtqGFexYiGQXF4OzsxPk5eWz0QncwHVz015hkpl5X7rt6uqqk+esuLRMipNxsVOY7OviIkpo7+cXgLeT8fksyAFfFy5vdLYzrvOZOjjZ2rFMZcxOzczLY7OWpk4mXwc4OJqsEZS9NTYPrODBg3K2rnFzMI7oRU1IE1NCPBydTfZ14etLfE3wX4mbu6EfDpSXlEIuX0wYKR7ursZf9OLcbmZBxYVdmeLiYul7amPk0P7QNTzs4U4vHjguTkbX6ZV4aWOt/41v2BGfvgO5NkWwatLj4BdkGIOR+DPF8Nrvwgl+Thd7eHVC3Rcsp+ISmBTai8VO4eu358hqGPnjlwAPAE5OexOaqxm78NI3uXA6t5QVWRFvu4GdDHOYkpISGNG+P2RnWzEJ9tXILWAnzh6rU1AN/Ow9KLN5ADsefR6amcD8G/bVP/41DyLOlQDkAnw/wRkGtBM2mjIuX4ORI6cDTO3LqqIto5+FruKcT3UUFJfD9E9y4FbuA1ZE/fOaC9j7a+fU8d37X8KSXf+w259/vBCCZk9R+z5QTj/qs/cg0yYf/ho/B5q3Np6Za3zG920ogN93CWZs301yYhFPVXlj2GQ2C4+M/ORZ2Hr9CkwO6AQ/Tpym9u/Mzn8Ak17LhtIHAON7KODDR9UvnPMLCmBIaC8oKbFjG0Uxv0TUarxXE6//8ztE5FyBBd37wEcjxoApszliK/xweD909wqAUQ08YOG7X7CvTxzfE35e+KlWfgdu1g5t1xfy8qxYrNrVyG1g567+hmFdrDp9Al7ZtIadk0+++CaYKglxN2DcH4vBAWzh+oKPTXKWrypLj+yHD3ZuhbaNmsDeZ14GU+bX//6B9RfPw9SAzvD9hKlgymDxPurz9yHdJg+Wjp0JLdoK41ymyHd4Xr52BZ4M7QsfDh8Npgx2ePt//SmADcChea+BXYOGYKpY5WTDyC8+YLcPTHzVIErPqtQH40ZdqbJBil4vTw+4dTuBzYsplHWXKO1KzwT3eq61dnmRBj6e7J8yeQVFEJeQBna2NqCo4+eNlcv3kpirJu6Q9gxsYbC/Y3Q3G1i+txiibpXCigNFMGuQE/h61S61xMca3rEtc3zFTn1ecip7015Jvgu7r1+FZ/v0V/n3n4kpgdPXhd3uSb0doImXvE2MU6fPQ3a2sAuIs3FVjxlVOHLlBrvgeTm7QFf/5qx4NgXemuYCRy5nQV5ROXz+XwH0aesATvZW0LFdKDTx8YZEjC5qVB+2nD/L5vpq4rP/cuFWitBif+oRRwgP0t7O8InTFXPufXt1lXW8RybeYWoClNH1axlsdO/9J0Y4w6pDxZBXWA4/bS2CoeGOD8lh0cGZF73+to6S0YitjbXax9vxa4Ws4EWGhjvIej6OHb/EpOdIj67h4OykfpemuLQUjogu9Gj6Ymyvi7pMaB/Oit4T8TfhywWjwfp9IV5vx859UFpSwjYHNOXI0ZOsg8x9H3y8dbPkOBh7XXJtNuXXpUdgCzYHhx4Y5xJvS+ZWpgw3sUM3V1N+bZCRbcJY0bv7+hU2zoXrGlPldPwtSM/PY3/DEBN/bQYGh7CiF/0WPh89HkyZIzdvSHnWYb6+YMo0rV8fOjX1Yz44+J5p31Q3UXXmRFGJep19g5yBQloGMGnFlejKhlVFxcUQExsPrYJMz61QW/BFYvsmTcHV3nCyEzQIeWOSM7uNa99vN9Qeu1JtdNHJczBC7LptvyIYs6jK4m3C78PYF27MpLkLqrzoDx5EPyg4xGQKXqShhw28OE7o8iVlPICftuRX2OMP6ot6W/b5jijBlbo6Dl8qhhX7C9ntNv628NQj2gt8v5+dA1GXrkkGW+gALgfMtUU6+jYDd0fjC6T3cLGGuYOF9zLOqG8/U1yrmZVtajZ7jVJyc9Q26MHz6vK9wuuFYpfuIXYGy+c9fiuWSU9R2twjQH/Ra7oCZ5Jx/hX9GY7fTYC+vbuxr+flF1Q6z2jCjoj9OndtxjicPaLpy2ATi/aoCkrOe4rHFndvN2XuFxRIMVKm/tpwF2f0JcBZ2FOiAZSpuzajKsoYrzPqMFx0CkZzTjTpNGUqogqNw8BSUx4RDeB4WgihXQyygh/Ytztb1P23YUelr2/esY91CIcM6AmWytE4YSOAX8gNSZdgOyn3dfPJIrgcX/dgoLIr9bGTZ2FEa+HkihdydNhThahbJXD4kjBvNra7PTT2lO8sGrFHqegdpP4iEju8e6KvmKxb44z+DhDSVHj+/txdANcThddw2JB+WAmz23cKc6XZS2XQufvNP4XXzEEB8NV8F7Cz1Z5DBC7wedRIty4dZW8ooMW/Mbk2V8fcwY5QTzSx+mFTPpSWlVef1YtO1NdiIdy3WSXnY1VZd7QILsQJr/HkPg7gUM0MsSocPHxCut1LZj7vFjHXGhcjjnZGOm6iBnjNGtu2Pbu9KSoSJo4bIf3fmg3bNL7/1NR0WLm6YvxlmI7yeTE7HTujOJfIs25Nmf7iCNBu8TxtyhyOi4HSBw/YLH+nZsY/RlMXOMfbS4xd3H5FMCw0VfhGkSmuA6rS1KM+a6yYenGF64dDotOxMV//1YGng1xITIA7akZKEkZa9AY2bwbjRw2Gg0dPwZsffs2K3R+W/A0/LPkHOoSFwOD+lln04uzoAXG3GuMYjIFXJzgxB2AE81lril3hdO7UXipeTp4+D2GNmjD3ZjTuUjWvb/E2wcgLf++C4fJ3VONuxsP1GGHXvKlvYwhppX7m8bk7t9kuNUqa+rc0vQUiRqh8+Chm6bIYWHjvn1zWDezdsws4FJQIDlVWVg91e/F1xu9NEZ2HX5voDAENtSvn+uvv/6Tb40YPlf2e4eoIlGwZK65O1vD4cEGxcPNeGWw+Icz4ckJDKt7vl65Ew4CWrdTO68VNiq/WCZsXXm5W8Nxoee+d9PRMKTLH3d1NVj4vLkZ40TtGLBTNgbFhwt9y7GYsdO3TDezthWJ+995DkJVVvU+Fqvzv+6Wsa4wMHtAbglrUPGevCRsunpc6CqYYh1OVoSFCRxTHaNTNHTc2jsQK5zIsFE1ZCqwMV3vtMOGiNzU3h43RcMWXOYDSc1Mvei8lJ0FGfh4bberVXP31nTHS0qcBBHn7mMVGkTFisLPqC0/OhmcfnwE34xPg65/+hD0Hj8PEMUNh0Yevm5SEVJtsuHCeBdI3cHUzml2rFo1t2UwtcuJaCRwSO7A14eriDGFthItCVlY2XI+5CcNCQlWWOEcnlMKe84L8c2QXe/BroEmX91ClromcrFIuaermH2CykqZ2AXYwtY/wGp6NKYX1x4pYVnH/Pt2lbu+qo0cqGSF9tS4fdogy3F6hdjCjn3al9leuxsCJU8Li27O+B4x+ZIis+4m4epl1RrxdXGo14zIGZg5wBE9X4Rj8cUs+yz3meHujR4Fg9BZ38zb0bCb8LSdvxTEHdFX4dmM+ZOYK9/n6JGdwc5J3Ht138Ki0uTWgb09mqKQumGV5LyebRXuMEKV05gB2R5p51GebeAfjY2HIoD7s6zj/vHn7Htn3G387Ef5Ytlr6/J2FL4AuyCsuks5p48QC3tQJ9PKBFl7CInGX+LeZKnwDDzM7zQV+/b+RlsIijEwRnpuOG/jGYC6kDUaKHcXzCXekjHtTlTbj6Im7zKQDY5Y4bzPhDQljxWDVJZoaTJs4Elb9/jXL5N208md4fsGj4ORo+vbpcllx5iT7OKVjJ7CVmc+pC7BjxM2wv1ybB2WYv1IL3bpWuBoeZxLnttKFg8dk1MQv2ytmh598RDNjGG3M8/Lu9NBWpj1f9fJ4J6ngWrQ2DzJyHsBwJnEW5npPJydCZk4ZfLcxD/q9kQm/7hQ6TijJ/XSOi1ZzSJE/lbq806eMlTpm6sK7iY+0DjP6zgiaiD0hKhcwvxc3H5QJbS1sdGHB6ZhbxDZZsKA/JJoO1calW6Xw70GhOA4PsoUx3Wp3v6+NPfuOSrcHylTdbL50gX3EzTtzWozgxhnvXG9kEudHpP9bu16+xPnzr35ixo4Iyqb5xqEupM0FJSVMdtqvhekpV+rq9uImmKmSkZcHl+4KefJcEmwOoJQ2rLGvSXd7+ZgJGr/J2Tw3RoJ9GkibRdsuq+e5Yiwc4vO8RtIk0ha4nkGO3oytdvSMkI9xrxItCDQTQMc2ZEZ4VzAmfNyt4bGhjpIRz4Yqi/XazKyw6O3ToiW4KOyZqQ3fmauOuORS2H5a6C4ODVewLrNcMCf46PHT7LYTzhX1UH8u8W72fbiYlMBuDzHxOZ56ztbwf5MFY7Ks3HImgx3CzKyETm+BVTn0XBgNP20tgNwCYVMjqLEN/PKcGzPE0iboTrt67Rbp8zmPTpJ3P8VF0mJklCjVMnam9XMAHzF66+et+VBcUl7tXO/VazHQT7yQ8y5DTaBc/YOVuYDNWYyUem+6i+yFGcqS9+6v6PoPGgnaG5MAAEs5SURBVNBL7fvAon1LlFD0jm7TDswNLnE+GncDOnbtyNQt3PzrbnKKLNXDqjWb2W1bW1tY+PqzoCs2XIyUujzmIG3mDBXVBDjfh+cFU+So6ELr6ewMrXxMN3alOoaL3h7qGloaA3hO3Hc9WjLmMhfwGjGyjemaJmE6AI6ZGNM4oLYIb9qMKT7RU4YbqRLagYpeI2HFWaHLi3blwUaYMzZvqCObE+QyyoKicpXMrE6cOsccNvm8ZW0XvaXbC9jCHdHUJXj/wWNS5Eq/vt3BwcFeVlcEQTkj7oqaOqO72UO3VoKb79ojRXAhwQ0CurwONiXe7GvZ5cL8c7CvDfzwlCtsed8dwoO0n3u5ftNOKUYKHXADA+QZtuC8K3at0JDHVOSAaCy1QFQw3M14AGuOVEiXQ5WK3ktXrkvvGTRQqW2WXtm8auYAB2jVVH4xczHqKqSlCxshYW1DoIGPcGyow7mE25BwP4vNWXFTDnMCXcKbihLn3bHXYOSIQezr+Bpt2LxT7fv7+Ivvpdd39owJENBcNwZGGIXH5b/jwkw3Y7Q6uvsHgJu9AxSVlta6sWrMHJbmeYPMbsSLq71O3b7F5mNNiYtJiZCWlytE4pmJQ3BViTMWj6g0MCXO3olnjRSFjQ109TevxBd8/3MTWJI4axfzOrOaKKVlZbD63Bl2e0Yn4+ryclwcrCVjnJSsB/DXHkH+Wh0+3l5SIZOQmAy37yRJb+CdVy9Ljr3KJKSVwSbR3KdfmB20bmarNWmzXBdUPvuGbo3mIGnCv+G9Gc5gJzZun1ucA7lug8G+VCgYy+2vwc/PuMKmd91haLi91iXN1RlYPTZrsuz72SpKaHFmzJS6VpN7O0BDD2vJtK2wuPyh2CI0s0IpHYLmPDgPp4p51fMyzas4u/cdlm4P6q9+l5c7GyM9A1qAl4sLmBtM4ix2sDderOzirK7E+fTZC7B95z52G+fsX3v5KdAVWPDiJhHK5s1NDoixOHyTaNdV0+yMHImLMTtpMyescRNoUs+dbe7gGsCU2COqibAh4eEkqDrMaQOvodhR3HHVtKTnfHOri19zcFKYfjpAVfiG8d5o3Nx/OOaQkAcVvUYAdqzQ9AXzLMe1M94d+Im9HKB5Q6FiWrqjANKzHy5ea5I4D2nVms1c4t+JnaCq4P2VPdBOlxeL6l1KJlaDBwpmM+qAHQPupI2P3VwIbGQruQhzrDOE1zTfOh56trHSWbGLXIi6KjkD+3h7wohhA2RLm3aKi1tTkTZz7O2s4OmRjtIG0ipxFjco0B/s7ITi/fLlaGjg4iqZpvC4jLrMq9AlWhMqS5t7q/3zuKjdLEqbx7Q1P2lzVYkzGg+17hAKXp712efnIi9BbJwwpqLKc/X+x99Inz85fyY0bKB+Z11d1+aRoW1ZkWhuDBUNk3Czsq6UAWMD4/zQfRoxFdWKuhtFXOJsanO9e8VzrzGnA2jSUTTVXNiDZhZVVBU8D7ja27N4uQMxpqleMUao6DUiAyucrzBmh2DMaMUIIySvsBx+2lphOlWXxBl3SHs0D6xW4pycUQbrjgoL/+4hdtAhUDNJLS48uUSzfVgoNGoomDWow7G4G0w642hnB70CzWvn/ckRTiz/GDvqv73gCs6XfwYoKYVya2vYdEqYg9YVyl3emdPGg52dvNf6cGwMZBcWsNfHFOesxvd0AF8v4fS7ZHs+5BeVg0KhgHZtW0sz6SdPR0p/W3Vzvdo0r0IwcufUGaFgdXN1gc7hYbKkgLcy0oV5MTOUNnPCm/qBr7sHkzjvvHYFxo0ZJv3fuo3bVbqPfQeOSr4D9eq5wQvPPKazx4vS5t3XrpqltJkzODiEHXeCF4NgCGVqrs1ezi5mMUpTm8QZc9Xzi02jc3W/oIBJshGuvDE3+Hl6//Vok5mHx8d5RnxdzLXoxbHAwcHCeoAkztqDil4j2OHlshJjM7CqjkHtFWyBjWCH6ta9sjqL3mPHBek2lzhvv1x5p/f3XQVYczGe1tCxGdm5+4DGrs3cPABNuBztzEs6g3Oli+a5wtLn60GftvYwHGNXkoXIghWHKzrk2iYnNw/WrNvKbuPidNaMibLvi7s2Y2aiKUqbFLbY7RU2kNJzymHlfmFcYBg6aovsiNgPg4JbSYtiZYmTNs2rOAcOnZBGD/r16S5rQ2KLKDnv5tccGrrVA3NFcHFuJ8m5lSXOf69cD7fihUzPmsDn+YNPv5U+f+nZeeDurrvnC12NMQ7Pw8mJndPMEU9nF+jSzN8kXZx50YvSZnMYpakOHHfAzhVK7E1l7vpg7HUm/cX3TQffZmCO9AoMYm7ueH5QJxfekJy4GQclZWXseEKJtrnCJc5YI+AYJKE5VPQamDWRZ9mb17eeu0ksRvCC/MZEYa6ltAzgf+urNz9o7t9M6rBGx8TB9Zg4GC7u9F5LSYa4tFR2O+3+A1h9SOhWdWxhC12CNTdO0sY8Lzd8MfWoIlUYNhiji4TO+Ll7STr7PTjvmJsnqAMG9usJ/n5CjIW64CJk2xWh6B1lwu7A2G1v5i2cgpfuLIDcwgcwYmiF3Ht7xD7o6hcATnYKtlA8flMwGtO2eVW187wD5Umb+TyvKb8uqjK2rdAxPRx3AwJDWoBfM+F4vpOQBL0HTmCOzDXJbDdt2cVMwxCUND8xb4ZOHyuXNo8KbWeW0ubqJM6mxBFRqmmO0mblztUgsXNlKi7OXNo8IKiV0UfiyQXPB+hbgmwVN5NNYTMCQfWgMcV7apvBrVqz1yc9Lw9Oxt809MMxC8zzXWxCrDxzin2cGt7FZE6q7QPtYFi40F2LOFsMby3LYfLMqsXx2NFDpc8xosa/vqc0o7hNvOj9uRuNfITvwc6XprvciUnJEHVJ2K1s4OMF7cLUL1pvpKZAXHoau83lJeZMn15dQZEmOGrmKazhepL2C19c/Ctn886dPUX2feHJPzU3l10MTHne2tbGCp4VjacwRurvPYUQ0qoF+Ps1ZV/D2dD4m7ehd4ugSnO92jav4q+P8jwvbkqoy7V7yRCTmmKSc9ZyYyXQnIdtwlyOgp++/Rjc3FwlVcOTz70Jjz/9OmTdz670cyUlJcyxmfP6y0+Bk5PmCpeayCkqhN3RgnJlnDiLbK7w8wE6u6bkVH7ejRV0M756L9lsTayU4XO9O69eqtbQ0phg50QznudVZqR4vsbNImzCGDtcKWAKjSJNcHNwkOKYTDVL2dgwjSrLTIlKSpRyYKeHq58ja0henegMbk5CgbrmcBGM+zALLseLGmWRKRNHVyp68SLH53q2X45iHd4VoqyzjZ8t9A7VvMtb1cBKTvQD7xJggY7RJOYOLrj7dWgHkCO8Fkt27ND67zgfeUnqbDVu1ACGoqRaJlxC2ycwyKhn4FVhVFd7CBDN4VDmjxnJI4b1r9Tt5bNkONeLC7H/ra8wr3pDC+ZV3C06+Z6gvmgd0hKaNFY/No13eXHe1RLeN3huGS1KnDdGRUKvHp3h6L710KNbJ+l71m7Yzrq+aObHWbFqg2R21dy/KTw6fbxOH+fOK5eYMV99J2ez7iQioQ0bM9UUsstE8i2PxQlZoz4urtDSTOd5OUOCBUNL3LQ8c0c1wzdDcT3lHoteQwYEVTjrmyN4jUEjVZxh5qoDYyUzP0+a2TfXeV5luNEYNopMzaDPGKGi1wgMrLo3D4QAL925duqCZt42sP4dd2gfIMgqb94rg8mfZsHvEfls3hBp1zYEWrUUzKsSEu/CsRNnpTfw8Vs34a2/UyBf9E14dpSjVmaZtDHPyxdLXPJjCYzAWdKkdHZ7tw4iP/5YXtnAylZmxBCe9Pk8rzlIaG2sraQosOz8cqZ8GD5EqejduR8GiWZWOBYw7rN4aRygU5Aty17WBnsqRRWp3+VFNoubEaPN4HVRV+J8KDaG+TM09W0MW9b9Ae+8+YJ0jKPc+ZFxc1h3Fw3KvvjfYunn3/6/52WbuanKhotcch5m1lJABK8hpiZxPqwUVWSu87wcdycnydDS2F2ceVRRm0ZNzNqfAHFW2MMAcXPV2F2c8VyL6wA0fWvdQFAOWoI6Ij4jHS4n6278zFKgotdAYOTKmkgxm9fEurzKhe+K1+vBMyMdAVNuSsoAvliTD499kw33ssrYBXzKpFHS9/+++ij8tNYNrMtQAlgORYoY8K6HpkouMKC95ov3/PwCOHj4BLutUNgxMx45UkAMakdMWTqrLkMG9ZWK3jtlhVBSWrlrrwko71y/cYfUHZs1Y4Ls+7qQmAAJWZns2OLGaKbO8E4KaNlEKEb+Qolzm/bg4SEsss6cuwgoBnG2ETqnZxMFWReqLD6Yqbl5FWfPvqMaRRXhSACPXOHdT0ugczM/aOxWT5I4IzY2NvDKC09AxOa/IaC5YLKCKpevvlkC4d1HwN1kQQLetk0rGDe6wvVZF2QXFsIeSdpsnq7NVeFFL7rRYofb2DkSK5pYmVlKQE1IhpZGPteL+agINxM0d7jEGc9jxiw9P8SlzYFBspR8pgZuuHQWDfpI4qw55n/EGCm4C43D6c4KBYw14cUIxhi9MNYZ/n6tHjSqLxxOx66WwKj3s2BvZBFMGj8SrO3dwaXNi3AkdxoculQK9iWCJMW32Q3Y9Ul9GNvdQSuP5fDRU1BYKLSOUWro6qJ+kPz+mGg204KyWX6isQRQctymvg+uzqFcYQur9lV0zDXlv7VbIL9AkE4PGdQHfJvI352V3IH9A8DH1Q3MAWulbi/Km5fvLYEhA/uCjXMTcG3/Djz2oxU8yAtg/1+iiIVHBzjAzo88IKiJ5uZVFfFIgtGRi7MTdOvSQXaXt23jJtDc0wssBUHiLMzJbhQ7qpzwjmFwaM9apmzgpKYJG0vIu2++qPNF244rUVBcVgaezs5mPy/KQQk3RpnlFhfBcXED05jneVHBgZi79JzDDS2jU+5BbJqwAWRsoFM+3/w2xUg8OQxrFcqk58k52XD2zm0wVg7eMO983lolzjTXqzFU9BqIFaKBFS6YXOy1I1E0JJ1b2sHm99xZ14ob8zz1Yw58ssEZfAatAif/cWBlJXSz+gaKco2cG2BtU6K1x7BrT4Vr89BB/eTdhxh1gbu75i4FrMojA/sCpArmL6uOVpgaaQLKkP76e430+WOz5BtYIZK02cwyYAd3UEBIU+F4W763APIazIb6fZeDQ5OB7Gv2JYIk0NblFvzfFEfwqqe9UzeqI0rFjlif3t1YXrDced4xYgFoSYwVzaHQUTQjr7KbvYuzM/z4zUfw19KvWRYvB+d+Bw3opfPHhrPGXHJuKeczjJjr20KYwdxp5NFFvMvbwNUNWnipnydviigbWm43Uonz0bhYFuHjorCHrn7NwRKo7+wsSc+NVeKcmJUFN8SNEkssetED6HamkLRByIOKXgNwLydbctOc0cn4s3lVpZ6zNXy7wBU+m+MCTmIdvzeyGB5YCc6kxemREFz8Cyx7Oozlq+WXFGstrw+Lqwjlonew+kZJKOnZLbo1DrGged5K8U6ixPl8qiBV1ZRTZyLhyjVhZxY7vANlzosi0feS4XrqvUpSLHMBu70vjBG6vTjnfireC6yshU5uScoRWPV8MHOrzi0uhDO3b2n1dyvP8w6WIW2+lZHOZOeWNs/LwWxYLnGuabGITvZocjVm5BDoHN4OvvvqfZ3Pb6IpDXefNWU1kRyGiRJndAk2ZvOXI+I8b+9A85/nVUYytDTSopc75aNzvkKm/4QpMlLcTMbzmDG+b3hUUTOP+uBvQYqiIO8G0NK7gUmMBRg7VPQagP/OnWELJNzx7CnurJkLeOGe0MsBNr7rAW38hYuFr5cV5F/4ALKOvwDH962BnKxsSTK0/bJ2LnqXr16HhERBJobmWTz2RR3QERA3JKytrCTzIEsC453qFwpxBfnOCrgSq3ku3B/LKgysZs+cyOYd5cILivZNmrKLnrnRv50CwppXLLBcymIh48gCyDz1FqTGnYfu/oLEee91YdZMG+DCZs8+paii/r1kS85DGjQ0e/fZ6kCJ8ihxjnlzlPBcVAdu+iz77RvYvW0lBLXQffdox9VLTNrs7eJidteZuuB+DLghw2O0jJHDfJ43wDKkzVXnek/eimMGcMbGXtHEytLWAbyjGJuWyiLojA3eJLGkLi+HJM7agYpePYOLzJVnBdfm6eFdzXZ317+BDaxZWA+2vO8OOz+uD0PDhdYvyijXbdwBI8STq7by+iJ2H9TYtZm7feIsL0p9LHHxPqJzJ2DBydbWsGTbdo3uLzMzCzZu2cluY7H76HT5BlZIhWuzeXV5OXgu+PkZN+Zk/tcrbvBc/3gozRIK3O0798EgMSuSdyG0wbXoWJZtjQQHBUCzpo3Vvg9e6JmDm7Zcxoqy7gM3olmkhjGw4eJ56XWxFGkzp3E9dwhr7MtuRxipxBk3WLlyxVLmrTm4cdnQ1Q0eoELLyKKl4pU2SnhcnKXg6+4BHXybGqXEGdfOh5VMrCy16MVZ86pjNITqUNGrZ84n3GZB9LjAnRreGcwZjGMJ9rUFha1VlczezVJeX0pujlby+ioXvTLnecWLryW5NldlBMbl3BVmRvZouBhZ+d8mKCoqFu53WH9o2EB+LBfOsUQm3jH74srH3RqeH+MMPUIUMAxjpERQut9XvNDj84AGOFqPKpIhbcYZq9Oi3NoS53k5OPeHi/hSJRdnQ5JVkM9ynS1R2lzVxXmnkUYXHY0TuryN3OpBoIlFFmpjg5VHsaDZmjHB3zf4mliShLY6ibMxgbO8Sdn32e0+Ftjp7ejbjF1jUCVqrOc0U4CKXgNl8+JOlTlKNGtiQL8e4O3lyW6fi7wEqUn3JMmdpnl9aWkZcPqs0G1yd3eDLp3UL4qwiDiXcNti53k5/Xp3B1vRzCrRqhRycuVJz7DYXbz0b60ZWG0Vu7zBPg0sRkLbqKEPhHcQdnczMrIg904Ku+hxl3FtsGd/hbRZjrHSlssXpAUiN6exRJQlzusvCB1WQ4KzkiUWKm3mDBU3L0/cioOs/HwwNg7HWk4+b3XwoheLzMIS7Rlaaiuf11Jcm2sqetGnwZhMk7i0Gcdo0PjNIpV4kouzcW1ImBJU9OoRPLGvvXDO7AysVMHW1hYmjBteqdvL38CaDubv3ndYMl1AIx78XWrfR/RVdh9N6rlDm0bqSzzNBScnR+jRVIxqcnGAVRF7Zd3PH8tXQ0KiYIYVEtwC+vbuptHj2iKe5M25y1sdw4f2l27viNgPA7Uocc7Ny4PjJ8+y206OjtC9a7hsafOYtu0scuGuzOT2nSSJc9L9LIM+lk2itBm776iosUSwM+Ll7MI6I9qcg9cWR8ROr6VEFVWlT2BLFtmYV1wMh0SDIkODG0U8B9ZS8nmrEtygIQR5+xidaRIvei2xy8t5RDSAw42i/GJBRUeoh2VeDQ0Eyt7QUdPN3kHaTbMkpkwYJd1evXYry4XjeX0x4myToeZ5eVTR4ODWFr94HzuwH0Cm0OFdfeyY2s9lTm4e/O/bpdLn7yx8QaM80pScbNatQSztfTNi6ADp9vaIfdKMGV70NJ2Fx1zr4mKhw9K7ZxdwcLBXeybxuPi6jG5judJmTqdmfix2BucU/zt/xmCPA7ua+0QlgKVKmxE85/BRlYhrxuUSfDf7vjQ3amnzvBwHOzsYIJ7PjGEkADkVfxNyiorA3tYWelro66I8P8oVVoYGN6646ZslmlhxcIMM64eCkhKtqb0sDSp69Tzjiouice06gJOMLExTp327UGgZJDjQ3klIgsTrt5ihhSaSwOLiYth34KhkljSwn/qROLgRwed5+RyYJTNkUB8puigyKxWyc9STOC9euhzS0gVZVJdO7WE4zglrKNXELjyabLRrIpjTWAohrVpITuRxN29DEysFcxdPy8uFUxpGF+3Ze1gjaTNKrPB1wTENS3tdqgM73dNEn4aVZ04ZLPIDs3mxY4USQO74banw8zkqeXDhbGzzvBh11dwC50Y5XLmzKeqCUUicuWszvm+cFeptApoTfHMZTZOMwV07KimR+RTgta9nc8vdjMD4rCEhrY1y5tpUoKJXj+Cu++lXF8Kno8aBpS4Kp0xU7vZuhgntOrLb6yLPyVok7jtwTCrKunbuAB4e7mrfx5rIMywz2MfFVXLItWQwWiXEzoXdLvVyhRc++Fzln01Pz4Qffv5T+vydN1/QuHPOI3HQtdnSJLT496IJGOfogeNSt/ef0ydk3y++13YrRRUNHqi+idWGi5FSNq+lvS41MaVjZ/ZcoCsv9wjQN3+Lx8XkDp0sVtrM6R/UiuVbZ+bnS4ZrxsARHlUUGGTR7x3sKLra27OCRlNvD22wJ1qQwfMxEksFRwNwQwZVK8bQhefSZnxc9RwdwZIZFSpsFG29dIEkzjKw7CuiAcALnCXvIE4aP1K6vXHLLhgeLOxa4SLxcnKS2vf34y9/SbfHjBwia/H/50lBwjuzc1e2QCIAvn/7NYB0wdBqw5Uo2KtkeFQb3/zwG5M3IwP792SyWU3AxdAh0fDF0uZ5q5M441zvzM7dpEianKJCWfd5I/YW3L6TyG4HBvipnWuNGY7ciGdie/Vngc0VVCNwl+1/z57S+++/fDcJzopu+I+Kx4kl4+bgIBl5GVN00eG4ChMrSwbXQlyCz6McDQWO0VxMSrDIfN7ajPk2ipubhsSS83mrU69g4Y8yfOr2qg8VvYRewRzQnt0FCWB2dg5cPn0Buvk3Z5+vF02+VOXc+Sg4cuy05No8Y9pYtR8PLhBxoYjM6tJD7Z83VzqHt4MBjf2ET1o0hmdfeQ+y7gtFcE2gcdWvf66UPn/nzRc1fhxolMRdaDEWxhLp1gUVDPXY7TPnLkJHr4bMoAcNYDbIHAtA8zdNooqWHjvEPuJr0l7MdSQEpoULGz1rI89BUWmpQbq8eE61FJdzVSXOPIfd0KDJWWxaqsXmjVaFm3qi2ZghDeD4HDyaWbZq0BAsHZ49fjD2ukFzYfEcevxWLLvdpwW9X3AWniskDbGxaupQ0UvonSmTKiTOq9ZugfFc4nzhvFoS5++VZLTzZk8FF2dntR8L7/IOCGoF/vWFSCVCYMnLL4FV2QMARwXctXsAb723qNanZtHXi6Vc3nGjh0H7MM3yjvFY+P2E0GGe0qGzxUo10Y18yMC+0nOyb+9hmNpR2Dhafuq4rPtU7twP6t9LbaOkVWeFzaYFPfvI+v3mzMg2YeCiECSbO/Uo2cTF4erzwusysxN1eTnDQoRonCvJd6UNTmNwbfat5w5+dM1hG2cYeWZoA7i9oiM+mmtZsuRc+XXBDGmchd9mQBdnHEtA4yY0F+tioRvfVZkubqweuHEdErMMmxRgaljmKpIwKChD5k6xu/cehj5N/JlBQXxGuspzcDdv3YbN23az2/b2Cnhi3nRZBla8uzynG3V5q+LtXg+GB4mxDUFNYMWqDZWcspWJuXETVqzaKBmKvfXGc6Ap2IXHrEDksW7qG5SZE8pzvdt37pekq2fuxMMVNccC8vMLJIUEvg979RAKaHW6iTgDjzNflio5r1uyKXRJVp7T30789stRbHYVC25Ldm2uChpFcZXIC+tWGdzQis/z9rTweV4OPgd8Eb/izEmDGMChE/6+GGGe19KlzZUkztxozIASZx4hhe9hRzvLM4CtjvCmfixWCt8rfKOTUA0qegm9U8/NVXL0LS0thcN7j0hZhWhopQo//bJMimyZOmk0NPDxVvtx4K4y7iCiy+lwsRtAVObl4Y8INxrXB3B2gBdefQ+ysu4/9DR98sUPUFZWxm7PmDoWWgSKWb8a8NtxoRuJxk0BXuq/vuYEzkfj5g5y4PBxaOLiKi3kuaRVVdZu2CZ15Ht17wyOjg4q/ywWDEuPC9Loed170Qx8HRJnzFPGWUF9sPy00PWf0L4juNhbrm9EdXwzfjI7VnGTaPGR6jfu9MURcZ63t4XP8yoztWMXVvxijNOZ28JMuj45e+c2pOflMTVR3yCaG+XwzTvMHs/M17/EGYs6TG9AaJ63alJAF0nibKikAFOEil7CIFR2cd4izSigOU9d+aNpaRmwYvVG6c3/7JNzZBpYCVFHMzuRgVVtO4ohON+EHYmgxpB8LxXeeLuym3PkhcuwcUsEu42F2RuvPA2agjEJeCwg87urP3NqbqB0v28vobuLBSu6lvNu7+pzZ1SeHcUu7+df/Sx9PnXyaLUex/YrUXAnM4NJzeZ0JXVETWDkCUpXcZPgv/NnQdegSgalbggZWD1M64aN4dUBgtHhxxHbIDZNyMjVNyhFjEtPk5ybCYEm7u7Qv0Ww1O3VN7+JYzQ4Y+3u6EQvi0g3v+bQ0NUNSlHibAAXZxwFuHQ3ka3z+BqRAGnki28UcfNCom6o6CUM1rny8qwvmfOEOnuArbU13M2+D8dvxdX6s7/++S8UFAiutSOGDYCgFurPeeBuMs544Unj0S7dZf4V5g8+P3O5tDioCSt+MWpq28590vd8+Nm30u3H506HJo01NwH55/RJVsihG+6QVprNBpsLw4f2r+TijBJWlLJm5OcxaasqLP19BSTdvcdut23TCsaPGa7WY1hyVDCwmtQ+HDydhVgronpp4DRx7vpfPUicuSy0dcNGbKOKeJiX+g2C0EaNobC0BJ5bu6rOzVVddnmbetQnD4kaDK1w5KigRFCi6IN7OdnSmBN5FNQicY7Sv8T5p8MH2MeRoW3B34LzrGvaKOonulmvJEMrlaGilzAIdnZ2MH5sxYL7i0+/g/5Bwk4v7/DV1KlSdgh+4ZnHZP3+v05xA6tgWnzUweT2ncDB1g7AyR7AVzD7eum19yEjIwsOHz3Fuo6Iq4szvPTcfNAU7I79IXbhcZbXUg2sqjJsSD/pdsSeg+BgY8OkrKpKnDMzs+CbH3+XPn//rZfYokZVcMedm/As6CkYaxE1M1WUn6F5Eo9C0QX4flkpdsfQwIrmRKtHYWsLP02czs4nx27GSucYfcJjviw9qqg6RoS2ATcHR8guKoStly7q7ff+fvwISwgI8PSCIWKEIlHBGEnifJ2ZGOqLG6kpkuP6070qrn1EBVzivO7COSgsKaGnRgVoNUkYjHmzp4BCYcdu79p7COwS0qVcuFJxPrQqaKaExRaPcunSSTghqwO6qkoGViTRrBN3JyfpwufaUdiYSElNh9cWfgwfflrR5X3u6bng6ekBmoJzkCjXVNjYkFRTiUYNfSC8Q1t2G98DJ09HSs/P/hvRcDszo84M5fti7BTmJw/o11NWl7dnQAto27iJei+qBYJu8D3EjNiVZ3TX7T0QEw0J97PYzOqUjp109nvMAYzXeqGvkHv9/vYtdb5ntMmtjHRYL0aM0Xziw6BJ0URxE09fnStUE/ExJ9zIU2cT0JJGNXxcXNnGgD5dnH85epCpVzr6NoNu/gF6+72mxMjQMHC1t2emrDuv6i8pwJShdzhhMIJbBsJXn70tfb7919VgZ2UNaXm50o64Mmh69dOS5dLnz8vs8q45f1YysOJxFkTtzBYl4HkeTmDrJkRDrdu4A06fvcBuo1T9qSdmaeVp5DFFaKLh7eJKL40SKOfnfPDJN9C2QSM2c42Lg9pm4TBDecnvKyp+9u2X1eoI4ow1vm8QkgDKyew9yxaNumC52OXHBRBJzuvm9YHDoKV3A8gtLoIX163WiwkM/o6X1//HXM9Rgj6e3LVrlThjVxG9A3QNdshSc3PBzd4BpncS3qtEZVAZMbqtfiXOaJrFNwqf7t2P1Cs14KRQSE79JHFWDSp6CYMya8ZEmDtrsvBJSRmUJ6RKF6OqbNm2B27F32G3WwYFwLDB/TQysMIuGXZHCNV2e3GhiFmKPR6tMCHjvPrSAiZv1pRb6WmwW8xLnNeNDKyqM4Djz/OpM5Hw9vtfwqOdhQ0JLHprimNB8yru2IyRYR3FjrGqLDt1nM1C4iziCNooUhncuHGyU7CNvN3RV0DbpOXmMnMxhAysVMPBzg5+nDSNLaQxpkYfxkmYFIC/C3/nd+OnMqk18TDY1Qv2aSBGseg2sxd/x+IjwszojM5dwdVedRd7S2NMW0HptT8mminldM1fJ4+xDaIm9dyl303UvrG69/o1Np9O1A4VvYTB+eLjN6FrZ+HEVhqTyD5uvnShkiMtXqC+++kP6fNnn5ojS4qEQeeSgZUoDSXqBp+vWWK3N86mFNqFhUr/19S3Mcx9VNy40BCcs8PXGuWzXfw0jz0yN3ybNIKfv/+0kqmb4k4a27xJyMpkUteqXIu+AStXV2Qov/PmC2r9TuxQ4twb8nj3XmBLG0UqgwvpkW3CpGgJbYMZjfj6oOEbNzUh6qaLX3N4SpxLX7h1IzNQ1BWokli4dQO7Pb97L+hM57VarzO824tz6rrswuNcd1SS4Ay8oEcfnf0ecwDHNLjEeYcYIaQriktLYekxIRbviR59qDGhQkPCX0oK0O1GkTlARS9hcBQKBSz77Vto2MAbICENoKQUsgsLYa9SZwQNkyIvCqYGDXy8YMqEh7uNqu4gIgODWrFIEUJ1poV3ZnO2OD84+/UF4FnfgxVRn3/8ppQhqwno2MkNmeZ360WSphoYNWJQJcOwtxd+Cr18/Ws0tPrws+8kp9pZMyaonaGMpjKJ97PA0c6ONopkMF3cid959TJk5Gkv6xILgr9PnZBi12geUT3eHvoINPf0guzCAnhp/X86K7CwqMYMWOxavTtspE5+hzkxuUMnJqnFaKcTdSQ5aDozigwPaUPOwHWAr8cocfNuo44lznj/uAnlrFBIY1VEzVBmr3pQ0UsYBVjwLvvtG7DD7u0dQeL88er/pP//4ec/pdtPPj5TVpGFshzuDD2nG2WMqgvOC+LcILL/7i04c3QrXDq7Bx5RmjPVhA0XIyEzP585eE7sEK6V+zRX3v6/56FfH2FBUFhYBJc37We30WgEJa+ck6fPw3YxXsrJ0VFWhvKSY8LicGrHzuDhpLmE3dLoHRjECh7skqy9oL3MXoxdu5aSXKk7Rqg3D/f9hKnsNprAVDdSoyn7rl+D1edOs9tfjp1IEloVaOhWDwa1bMVu60p6jkaJPHf2yV7kRK8KY8TZ0f3XrzHjJF2AG08/HRauZdM7dWUmmkTd4LUZQRXjBR0mBZgDVPQSRkPXzh1g0SdvAdwSckSv5GbChu274NKVaNi9T5C7uDg7wdxZU2TdP0o/0MAKw9aHtqqQ5xKqM7urUGihxKnY1po5CmsLLqHFzpizwp5ellrADvvvi79kcmck5cJ1cCgtZ4UVSl75AuL9j7+WfuapJx4V1BRqEJlwB07cuilJzQh5XRK+KNGmxJl39fu3CGaz1oS8DYl5Yg7565vWQWpujtaexrziInhpg7Bxi3OJI1qrN0dvyWDBw5Mc8HnUNr8eO8z8KTC3uTfFR6lEz+aB4O3iAsUocdaRUzBKzi8kJrCNPD5+QNQNqhZ5DJouxmjMCSp6CaNizqOTYEafPgDFJQB2tvD0om/grfcWSf8/e+YkcK/npvb9YgHApc0zycBKNr0DgpgksFQpG1QbnE+4DWfvxLPb87qrF6VjqWA81N+/fyupHgovCVJAlLzi8R6x+yAcPyl0rzw86slyO+cSQJwXDWkoFNiE+kwNF4re8wl34GryXY2fwtyiIil2bVYX8ibQhPdHjGYz0Rn5efDmlvWgLT7fvZN1FFG58sXo8Vq7X0sAUxU8nJyYw/bmKCEhQFvge4c7nj/Zsy+N0aglcW4nbUbogp9FYzGUnAd4qbdBa+lwQytMWcC5aKJ6qOgljArc4fv603fAM1d40xY0dIeDh4ULlK2tLetWyUHZwIobMhHqg3ODs0QDMFw48FlRTflN7PJifmWQdwN6aVSkQ/s28CWP/bqRhLs7TPJ68lYcizTivPLCE1DPTb34p5ScbKmwwgxLQj54THduJsxS/3tO8514HNPAgqC+kzMMpw6ixmZj344X1ENrI8+xbpOmRCbekWSaH40YzSS7hOrY29rCpPaddCJxxk4YznF7OjvDpPY0RqMO3El53/WrWpc4x6WlwnbRJOuZ3uonc1g6GCuFSQG4ebdLB0kB5gIVvYTRgZ2rz+fNFT5p4glgJ8QKTRg7QpJzqsufYpcXZ4WakRRQY+mZrbU13ExPg8NxN7SSybcu8pzkbkqox6zpE2D2zIkAeUUASensa6/9+RdcjRZeG98mDWH+nGmy3jMoZUNnyCGtWtPLoiVDq//OnYHCkhKN7uvvU8fZxykdO7ECgdCMQcEhUmb7/21eX2P0lyqUlpXB82tXCfFuzQPJ/E0mPDf3SNwNuJUhnNc0BTdplxw9xG7P7dqTxVcR6kmcvZwFiTPOwWuTX44eYgqldk182fuGUH/zjucpk8S5ZqjoJYyScZ27gBvOddraADQVZC7PPyMWwmqSlZ8PGy4IBlazu5KBlaY0cHWTFojLxcW3Jvxz5iTLgEWzH5Q1EeqDs/DhmL0bk8Q+j8rNEN476B77+nPg4KDejDTKo/44cVSa5UVpG6EZ49p1YAVqck429Pp2ERyKjZF1P9H3kuHU7VvsNsWuaY9PRo5h8SgXkxI06i4uPnqQ3Qe+1t9NmEKu2jJp19iXzdxqcxG/5/pVuJGWwjZt59EGq9pgXJ0uXJzRZHTFGUHR90zv/iQ511DiHHH1ciVDS6ICWskQRntyndRRkDe5tg2ED95+GUJD1M+hxF3igT99zYoqNLAaRgZWWmGOuHmw5dIFJoGVG/eBO++8uML7pAxY+eoIdD/3zCsDKCxm8/Dg3wBatwqCKRPVj/f6ZNd2FnTvorAnZ2At4e7oBD9OnMaeU1x4j176Izz13wqW46rOPOI3B/aw252a+kHrhkJRQGhOoJcPPCU6+X4UsVWWfBM7kp/t2sFuvzpgCI1qaABzJQ/vKhW92hil+eWI0OUdF9YBGpHkXEOJ8zUWLakNcPM8r7iYvSZjxfsn1AdN2dCfAD1XtJkUYE5Q0UsYLePbdWQfC+o7w6zHhGgJVcGT8csb/oORS36A2LRUcLN3gG/GT6GiSkv0DwqG1g0bMZnTYyuXwbjffobrKYLrtjrsi4lmMmnceadZa81A6f8fvywCiEsWvtApCGY+O5s5PavDdwf2wncH97LbrwwYDPUcHTV8ZARnUodOcPKVhVL0Fy7mO3/1KftY28YRdg7xfBbyyTuwSozAofeL9nl1wFDmUJuamwtf7dul1s/i6/fy+v8gv6SYnRtf6DtQB4/Q8jJ78dpwOzMD1moYKXXtXjLsi7nGblNMkXzQJRjnoYtKS7UiccbEAS45f6JHb1DQuIZGniu6SAowJ6joJYyW7v4BbOcPd61+OnyAdTlUAaUd3b/+TOogDg0JheMvvwnDW5N0Vlug3HXbgufgsW492Y78gRvXoee3X8AHO7aoFDGRU1TIJIRvbd3APh/dph2TTROa0bdXN/hs0lSwyS0EsLeDz6NOSK7YqrDs5DF4b8dmdvvxHr3hxX6D6CXRMk3c3eGfWfNgxaz5TNKPxiPY8R3z609wIzVF+j58H2Es0cAfv4Y+333Jzmc5RYJ51WsDh8JMyubVOm4ODvDusFGSc7ny61EXX+7dxYoqPB9+N34qLd61gJeLC8wWjSdf27QWErIyZd/XEtGJvkszfwhv6qeNh2eRoBqLb9ppw8UZ3bkT72cxEyauICPkM01MCsDoJ3Wu/ZaCVWFxqTxdohGSV1AEcQlp0Mq/Abg4Uc6nObBwywbJxh5npNDdF/MOh4WEPuSIiTMMGDmxJlKQdeBu5KLRE2F8uw40I6JDzt2Jh1c2rmFxLAjKaz4bNY5dGHEBqGzwsj8mmuXIbrscxTKTEZyj2/nUC7QQ0SLJ2fdZERWdco+pHNbOexK6+DWv9Wc2XjwPc1cuYx2ryR3C4ZfJM2keUcfg5s8nEdth6bFDzPgIz3HP9x3IzN3Q8Cq7qEI+2DOgBczt2oO9r8iAR3egjHbAj18zB2bcMF0954k6fwadmt/aupHdfqnfIHhvuPojBUT14GZ3n+8WQVx6GvQJDIKN859W+7yE76fWn77Hrjl/Tp/D5usJ+ey/fg3G/b6Yna9uvPsJM1GSA15rcFPvXMJtZmL51dhJ9LJoAbz2H7xxHdo2bgL7nn2FrbHMlaKSMrW+n4pewqhJzc2Bd7dvhh1XLjGzA2Vwpm1EaFtWBF+6mwhvbF4H6Xl57P9w0f7ZqPHg6exioEduWaDb6bJTx+DDnduk12lwcAgsGjORzcahJHPdhbNMNsjBTYkJ7cKZGQ+enAntgpFDY3/7mUV14RzpmscWQPcaXDFxPmvKX0uZ1AwX+v88Os+sL5TGBuZUv7BuNZMxK4NZpdM6dmEdkJY+FOWlL07cioNhi79jt9c99iQMDA6p8Xsx//3F9avZ7TldesA34yfTJquWOR1/C4b98h27znwyciwzO1KHbw/sgfd3bGHKisg33qVzm4bgBnbLj99hKpXfps2CiTKjn/48cRRe2vAfu33m1beghbePpg+NAICY1HvQ+9svmZfNwsEj4PVBQ832eSmiopc6veYILsaP34qD7ZejYNuVKLiTmVHt9+FF7etxk9nCndA/2G1HeSx3P8VOr/KsIu4M4yYFRq0MbBlCiw89vB5jfvsJLt9NAmeFAlbPXcBmspQ5FX8Txv76M5tFxKiIdfOeBEc7ha4fGlHNQhJjO77evxuCGzRkXV2U/VNX1zDM/3cZy+0N9mkAR158o9pz1X/nz8CC1f9I6ojFk2eS07mO+HTXdli0N4JdQ/Y/94rKJm64oTd92W+sAHhv2Eh4qf9gXT1EiwJjuZafPs4ihtY99hSToqvDDwf3wTvbN0muw4snz9DRI7VM+POL560Dz70qOaGrA57XlNV6xggVvVT0mj34Rrx0Nwm2X4li/3B2AZnXrSe8N3w0m8siDN8pQckzFlsIFlpoSoLOj2SMpF8y8vJYxxe7iI52drBqzuPQt0Uw+z9USDyy5AfWjcfFy5YnnqP3D0EAsPnRzl99wiSxn48eD0/2FJydOehcP2fFX6z7iJLzv2bMIaNEHcJUKD9/y6SwuIBH2WZdGdV7oq/CjOW/MdMlnOPd9Pgz4GJPo2/aUqcM+flb9rrgSNPK2fMhrLGvSus3TAfgRnG4WfTTpBm0Aa5l8LyE75czd+KhfZOmsOeZl9Q6Px2IiWYKib9nzZMtX9cHVPRS0WtxJGZlAW5GNa7nbuiHQlTpXOEJF1+XZh716bkxIJhVPe73n9nctYOtHayYNQ8CvLyZhBOjiYK8fWDHky+ovVtPEObMF3t2wme7d7CNunOvvS2Ny2AxNW3Zr2zBP7BlK1g5+/E6CzBCc9BYrPd3i9hGxPN9B8CHI8bUamj56N+/s4QBNK9a89iTtOGqZY7fjIVZ//zBxpZwQ/XnSTNqnZfGefk3tqyHX48dlhoVX46ZSN4ROgIdy3EeHt8D7w4bCS+rqHJQVkc83r03fDl2IphL0UvuzYRZuKFSwWt84K5iN/8AKniNAHcnJ9gw/2k2B48XMlywY5wXFry+9dzZ/1HBSxCVea7PANbFQiUEymt59vvM5b+zghfHAf5+dB4VvHoCZz4/fmQsu/3Dof3stagONEqcKRa8mAKxbv5TVPDqAPSI2P/cq0wlhBsRc1f+BR/t3FptpjJugj+1ZqVU8L7cfxAzrlLXlIxQnVYNGsKbg4ez25/v3sGK4LrYfe0KWx/gOqFzM394e+gjZvWU09FGEARhAbg7OsH6+U9DN//mbDGIMRFezi6w4fGn2cKeIIjKOCkU8JHYTfzz5DFYfuo4TP1zKVsQolx29dwn2PcQ+gNj8oa0as1ksk+u/odtSCiz+dIFmP3PH2xTAh3PscNrzPJMUwevHagSmiSaWf1v/26Ytvy3Sq9LYUkJzF7xJ6wWM8bfHz6KRYMZ+7youWzcdfBtyq75z65ZyWTPNYG5y3wcoKtfc1g3z/w2i6joJQiCsBBw3n3tY0/BsJA2rAOPUUZB3uQKTBA1MTasPetoYaTU8+tWQW5xEZspXfvYAiqmDAAWSj9MnMbc/3Hu+vXN6yrHrq34C0ofPGDxRv/NfYJmePUAbvwsnfoofDhiNHt9UFo++KdvmBwdI6cwGQC77/h/34ybTPnvelbc/TRpOpuZPnMnHn4+LESAVgX9cR79+w9JHYFrA3P0x6HIIoIgCAvEFJwZCcIYQLPEfj98xd4zOP++bcFz4OPqZuiHZdGgkRgu0hE0EcNCF520sZPVPygYVsyaT114A4Dy2Hn/LofswgJwc3AEv/r1ISopEWytreGXKTNlxxsRmrFoTwR8uns78/Q4/OJrlTa78b3EN4twZOO/uQtMZrOIjKzIyIogCIIgCC3y46H9cDguBr4eO5n5SBCG55k1K1k8nqu9PeQVF7Nu/KCWIfD3rMcods2AYIcX50JjUlPY51ho/TVzDlMYEYYB5f4Dfvwf24BA6fL2J59n8WqboiJh3splrODtHRjE0h2cFaZR8CJU9FLRSxAEQRAEYdbkFBVCr28XQXxGOvt8aKvWsGzmY5RtbQTgTO8L61bB2YTb8POk6aygIgxLVFIi9P/hK1bgfjpyHDRyqwfzVy1n6oh+LVoyF3pT8yigopeKXoIgCIIgCLPndPwtZlzVKzCIzfpSdBRB1Mynu7bDor0R7H2C3V9URwwIagUrZs8zSXUEFb1U9BIEQRAEQVgE5E9AEKpRXFrK/AmuJN9ln+M4wD+z5pmsOoJyegmCIAiCIAiLgAz5CEI1FLa2zFAM0xswZsqUC145kHszQRAEQRAEQRCEBVBuJukN1OklCIIgCIIgCIIgHsLKDApeOVgb+gEQBEEQBEEQBEEQhK6wBQOxcdseiIy6BtExNyEh6S48eFAORyP+NdTDIQiCIAiCIAiCIMwQgxW9f6/eBPezc6FloD8UFhZCSlqGoR4KQRAEQRAEQRAEYaYYrOj9cdG70MDHE6ytreG1dxZR0UsQBEEQBEEQBEGYT9HbqKG3oX41QRAEQRAEQRAEYSGQkRVBEARBEARBEARhthis06sp91LSITUtvdLXyq2sAWwdoaS0DIpLSg322AiCIAiCIAiCIAhdYaW/ojcnNw/+27BD5e+fNGYYuLm5gDbYGrEf/vhnXaWvNW/uB2+88hxk5+ZDUVGxVn4PQRAEQRAEQRAEYTx4uLvqr+jNzc1/qPCsjaEDemmt6B05tD90DQ97uNMLAAo7O7C3t9PK7yEIgiAIgiAIgiCMh7yCInCwtwMba2vdF71oRmWobF10fsZ/yqRn5UJS6n1ITL1vkMdEEARBEARBEARB6J4AXy9wdrQ375ne6nB1cYDG2OlV2IK1lXo6b30Rd+sOfPHdb/DGC/MhwL+poR8OQdQIHauEKUDHKWEq0LFKmAp0rBKmAnZ6VcWsil6FrS14umtHPq0rrMofwM2b8eyjqjsTBGEI6FglTAE6TglTgY5VwlSgY5UwRwxW9B45cRZuxMWz2wlJ99jHv1auZx9dnJ1h4pihhnpoBEEQBEEQBEEQhJlgsKL3wJFTsGP3oUpf+3XZGvaxYQMvKnoJgiAIgiAIgiAI0y163371KfaPIAiCIAiCIAiCIHSFah7PhNbw9vKEx2ZOYB8JwpihY5UwBeg4JUwFOlYJU4GOVcIcsSosLi039IMgCIIgCIIgCIIgCF1AnV6CIAiCIAiCIAjCbKGilyAIgiAIgiAIgjBbqOglCIIgCIIgCIIgzBYqegmCIAiCIAiCIAizhYpegiAIgiAIgiAIwmyhopcgCIIgCIIgCIIwW2wN/QAsgQcPHsB/G3fCpm17IfleKrjXc4UBfbrB/NmTwNHBwdAPj7BAbifchYi9R+DUuYuQdPceFBWXQJNGDWBA764wefzwh47L+DtJsPj3fyEy6iqUlJRCyxb+MH/WRAhv38ZgfwNhmRQWFsGjC16HpOQUGD9qCLzy7NxK/0/HKmFIsrNzYfmqjXDo2BlITcsAJycHaO7XFObPmgTt27aSvu/ytRuw9M/VcDn6BlhZWUHbkCB4ct40aBnob9DHT1gG+QWFsGbjTthz4BjcvZcKCjtbaNqkEYweMRBGDO7DjkkOHauEuUA5vXrg28XL2MmlT8/O0L1TO7h1JwnWboqAdm2C4bvP3wJra2q4E/oFC9h1W3ZBr27hEBrSAmxtbODchSuw79AJaNG8GSz97iOwt1ew701IugePP/822NhYw+Rxw8HF2Qk279gHcbcS4H8fvwGdO7all4/QGz8u/Qc2bt8LBQWFDxW9dKwShgQ3tZ997SMoKCyEkUP7Q1PfhpCbVwCxcbeha6cwGNSvB/u+S1dj4LnXPgIvLw+YMHoo+9q6zRGQmZUNS775AAKbN6MXktBpI+aZVz+ES1evw/BBfSA0JIhtJmIBfCU6FmZMGgVPz59OxyphdlDRq2Pibt2BWU++AX16dIZP331J+vqaTTvh25+XwXtvPAtDBvTU9cMgiEpcvR7LdnWxgFVm6V+rYdm/G+Glp+fAxDHCYuydj7+FA0dPwe8/fip1IXCXeOYTr4FCYQf//va/SrvCBKEromNusg0YXJD9sPSfh4peOlYJQ/LUy++zwvfX7z8GL0+PGr9v/nNvQ3xCEqz89Svw9qrPvoZd4emPvwqhrVrAt58t1OOjJiyNS1euw4KX3mOb2C88OUv6Oqq4ps9/BbJzciFi/e/sa3SsEuYEtRh1DO6clZeXs5OLMqOHDwAHe3uI2HdE1w+BIB4ipGXgQwUvMrBvd2mzBsGOxZET56BDWOtKsjsnRwcYNaw/3Em4C1ejY+kZJnROWdkD+OLbX6Frp3bQt2eXh/6fjlXCkODox8XL0TB98ihW8JaWlrLuWVUSEpPZpiOOkvCCF8Hb+LUz5y9BekaWnh89YUnk5Rewj1U3ZuzsbKGemys4ONizz+lYJcwNKnp1zNXrcWBtbQWtgwMrfd1eoYCgQD+4dp0KBsJ4SEnLYB/re9RjH1GWV1xSAm1Cgh76XuxI8GOcIHTN6vXb2bzuy89UnuHl0LFKGJLjpyLZx4beXvD6u1/CgFGzYeCYOTD1sZcgYu9h6fuw4EVQUlrdORU3yaNj6JxK6I6Q4EBwdXGGlWu2sJGm5JQ0iL+dCIv/+Beib8TBvJkT6FglzBIystIxaemZbOcMZaBV8fb0gKgr15mkBHfYCMLQnbS/VqwHGxsbGNxfkNynpmeyj96eFR0JjrIsjyB0CZpW/f73Wpg7Yzw0augNd5NTH/oeOlYJQ3I7IYl9/PzbX6Fpk4bw1mtPQWlJKfy7bht8uOhnKC0tg0eG9mNrAkS5y8vx4udU8XsIQhe4ubrA5++/Cp9/uxTe+eQ76etOTo7wyTsvsXE8hI5VwtygSkvHFBYVgcLu4YIXUSgU0vdQ0UsYmu9+WcYMVhbMnQJ+TRuzrxUVFbOPdoqHTxV8IwePX4LQJV9+/zs0buQDUyeMqPF76FglDEl+fiH7iG7NPyx6R7qm9+7RCSbPeRGW/LUahg/uA4XiORXdcqtiz8+p1ciiCUKbODnaQ4BfU2Zm2bZ1SzbHu37LLnj/8x/h8/degS7hYXSsEmYHyZt1DM7tojy0OoqLi6XvIQhDsnTZf7Bu8y4YM2IgzJo6Vvo6d3AuKS596GeKi4Xjmo5fQpegNPT0uSh49bnHwNa25n1aOlYJQ8KPv8H9elTaxMauWs9uHdmcLkbFOYjfV1zy8DkVo+MQPlNJELog9uZtZmTVuWMbePbxGdC3Z2fm0bH4f++Dp4c7fPHdr0z5RccqYW5Q0atj0CjgfnaOVCAogxImzOylLi9hSFA2umzlBnhkSF947fl5D0nwkdT0hyXMXNZcnUyPILQBnje/X/IPdO/cni3G0FgF/yWnCPLmvPx89nlObh4dq4RB4efB+h7uD/2fV33hPJqTkyeZB1U3FpLGz6m1OD8ThDb8EfDcOqBPt0pfx82W7l3aQ/K9NJbdS8cqYW6QvFnHhLQMgFNnL7LsM+Vg+qLiYoiJja/0NYIwRMH7xz/rmOzu/1564qHooYDmzZg8H2XPVcHAeqRVywC9PV7CssDzZNb9bDh26jz7V5WIvUfYv2fmz4CxIwfRsUoYDDSr3LhtT7XFbEpaOvvo4e7G/iGXr8awFIeq51Q8BwcH0TmV0B18ZhzzequCHV7hYxlLeaBjlTAnqNOrYzACBi9i/23YUenrm3fsY7OQlNFLGAosdvHfsIG9YeHLC8Da+uHTAUYToTTv/MUrbJOGgzm9W3buZ4YtVZ3JCUJbODrYw8dvv/jQv1effYz9f7dO7djnvbqH07FKGBSc3UUjIIwhxPMjB82ADh87A019G4Fvk4bsH24U7jt8spKCBm/j18LbhYJn/Ye7xQShLfybNWEft+86WOnrqJg5fPwMc3b2bUzHKmF+WBUWl5Yb+kGYO1//9Cebl+zTszOT6aE1/JpNERAW2hK+/+LtaosNgtAleDzicdnAxwsenzWJxWop4+FejxlZICgfnf/822BrawNTxo8AZydHtmkTd/MOfPnR6yw3lSD0Cbo3T5z9PIwfNQReebYiwoiOVcKQbNq+FxZ99xs09/OFkUP7QUlpKWzYugfSMzJh0YevQ1fxnBp1+To898ZHTBI9cfRQ9rW1myMgM/M+LP76AxZnSBC6IvleKsx9ZiErcrHxIhhZ5cGWHfuYrBnPqXhupWOVMDeo6NUDKBf5b8N22LRjHzvZYIQRdoDnz5rEuhMEoW8+/mox7Nh9qMb/7xAWAj9++a70+S3M8Pv9X4iMusoWcsEtmsNjMydA545t9fSICaLuopeOVcLQHDhyClas2cI2Ba2srVjGOZ4rw0KDK33fpSvXmYHgFRwTsbJihceTc6dCcFBzgz12wnJISLoHf65YB2cjL0NG5n1mxBYU4AeTxw2Hfr26VPpeOlYJc4GKXoIgCIIgCIIgCMJsIV0tQRAEQRAEQRAEYbZQ0UsQBEEQBEEQBEGYLVT0EgRBEARBEARBEGYLFb0EQRAEQRAEQRCE2UJFL0EQBEEQBEEQBGG2UNFLEARBEARBEARBmC1U9BIEQRAEQRAEQRBmCxW9BEEQBEEQBEEQhNlCRS9BEARBEARBEARhtlDRSxAEQRAEQRAEQZgtVPQSBEEQhAwOHjwADgpbWL58GT1/BEEQBGHEUNFLEARBEDVwITISPvrwA7h165bZFu7492VlZRn6oRAEQRCEzqCilyAIgiBq4MLFC/DJxx9BfPzDRW/v3n0gKzsXZsyYabLP36GDB9nfR0UvQRAEYc7YGvoBEARBEIQpYm1tDQ4ODoZ+GARBEARB1AF1egmCIAiiGlD2+8T8eez20MGD2Pwu/ps/77EaZ3qVv7bkl8XQNrQ11HN1hvAO7WH7tq3sey5FRcGokSPA29MDGjf0gZdfehFKSkoe+v03YmJg7pzZ4N/MF1ydHaFlUCC8+X+vQ15enkqv1/Hjx2D0qEfAr2kT9hgC/JvBmNEj4eTJE+z/8e/ALi/SqmUL6e/Dv5tz//59eOvN/4PWIcHg5uIEvo0bwqMzZ0BcXFyl34V/L/7s3r172M8HtQhg39+pYwf4b/VqOr4IgiAIg0KdXoIgCIKohrFjx0FycjL8/tuv8Pob/wetWoWwrwcEBtT5fC1ZvBgyszJh7tzHWDf4p59+hMmTJsLKf1fD008tgMlTpsLo0WNgz+7d8PNPP4K3tze8ufAt6efPnTsLw4YMhnru7jBv/uPQuEkTiLp4EX768Uc4fuwY7N67H+zs7Gr8/dejo+GR4cOgQcOG8Myzz4FPgwaQcu8eHDt2FC5evAhdu3aD+Y8/DjnZ2bBp00b48qv/gaenF/vZtm3bSgVvvz694c6d2zB7zlwIad0aku/ehaVLfoE+vXrA0eMnwc/Pr9LvfXvhQlaUL1jwJPt8+bJlMOvRGVBYVAizZs2m44wgCIIwCFT0EgRBEEQ1tA0Lg67durGid+CgQdC3bz+Vn6e7d5Pg/IUoqFevHvu8X7/+0LlTR5gyeSL8u+o/GDtuHPv6408sgO5du7CusHLRu+Dxx6Fhw0Zw9PgJcHV1lb7ev/8A4T7+XVlrEbl79y7Iz8+H5X//A507d6n2e7p16w5t2rZlRe+o0WPA39+/0v9/+MH7cPNmHBw6fBTC2rWTvv7orNnQqWN71tH97fc/Kv1MWnoanDl7Xvq78e/rFN4B3njtVZg0aTI4Ojqq/BwSBEEQhLYgeTNBEARBaJmZj86SCj9eQLu5uUHjxo2lgpfTo2dP1lHOzc2V5M9RURdhytSpUFRUBGlpadI//F5nZ2fWIa4NNzfhd2/ZvBkKCwvVfvzl5eWw6t+V0Kt3b9ZlVn4M+Pu7dO0Ke/c8/BieeGJBpb8bbz/++BOQmZkJhw4eUPtxEARBEIQ2oE4vQRAEQWiZ5gEPS6DdPTzA19f34a+7u7OP6enp4OLiAteuXWOfYydVeb5WmZSUe7X+/slTpsC//66ARV98Dj98/x0rUgcPHgKTJk95SJJcHampqezxYHGNc7w1GXlVhUvAlQkJac0+3rx5s87fSxAEQRC6gIpegiAIgtAyNjY2an2dd1eVP7740ksweMjQar/Xw8Oj1t9vb28P23dEwOnTp2D3rl1w5MhhJlf++KMPYdnyf2DM2LG1/jx/DAMGDoRXXn2t1u8lCIIgCGOHil6CIAiCqAErsNL7c9MiqAX7aGNtAwMHDtLovnCel8/03rlzB7p16QTvv/euVPRaWVX/96GxFnag0ehKncdw7dpVGDV6dKWvXb16hX1s3ry5Bn8JQRAEQciHZnoJgiAIogZQboxkZmTq7Tlq374DhIa2gV9/XfpQNBBSWloKGRkZtd4Hzt5WBaXVXl7ekJmZ8fDfp/Q1Ll2eOm06nD59GtavW1ft70hJSXnoa0uXLmGuzxy8jX8HFtC9+/St9TETBEEQhK6gTi9BEARB1EB4p06sAPzi889YBJGzkzP4N/eHLl266uw5w+7rH3/+BcOGDobO4R2kuKCC/HyIjY2FTRs3wIcff1Kre/Pnn33K5nFHjBgB/s2bM7nytm1bITr6GrzyyqvS9+GsL/LWwjdZketg7wChoaEQ2qYNfPDhRyweacb0qTBx4iT2vQqFAm7Hx8POnTuhQ8eOD7k3e3l6Qe+ePWDW7NlSZNGd27dh8ZKl4OTkpLPnjCAIgiBqg4pegiAIgqiBZs2awZKlv8H/vvoSnn/2GSgpKWHOzLosepF27dvDiVNn4MtFX8DWrVvg16VLWHSRn58/+/0YXVQbKDHGTN2169ayfF6MCmrRogX8/MsSlh3M6dGjJ3zy6WesG/v0kwtYF/mtt99hRS86L+8/eAi+/eZrWLd2LWzZshlsbW2hSRNf5iI997GK++F8/OmncPTIEfjll8Xs9wYFtYS/lv0NU6dN08nzRBAEQRCqYFVYXCq4VRAEQRAEQchg+fJl8MT8eRCxe49aecYEQRAEoQ9oppcgCIIgCIIgCIIwW6joJQiCIAiCIAiCIMwWKnoJgiAIgiAIgiAIs4VmegmCIAiCIAiCIAizhTq9BEEQBEEQBEEQhNlCRS9BEARBEARBEARhtlDRSxAEQRAEQRAEQZgtVPQSBEEQBEEQBEEQZgsVvQRBEARBEARBEITZQkUvQRAEQRAEQRAEYbZQ0UsQBEEQBEEQBEGYLVT0EgRBEARBEARBEGYLFb0EQRAEQRAEQRCE2UJFL0EQBEEQBEEQBGG2UNFLEARBEARBEARBmC1U9BIEQRAEQRAEQRBgrvw/FS6WvZzlpWgAAAAASUVORK5CYII=", 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" ], "text/plain": [ " method status reason input_mode output_shape residual_rmse\n", "0 MEMD ran multivariate (96, 3) 0.0" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"MEMD\")\n" ] }, { "cell_type": "markdown", "id": "1991ecbb", "metadata": {}, "source": [ "## `GABOR_CLUSTER` - Experimental Gabor clustering path\n" ] }, { "cell_type": "code", "execution_count": 17, "id": "ee766840", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:49.026608Z", "iopub.status.busy": "2026-05-03T12:56:49.025611Z", "iopub.status.idle": "2026-05-03T12:56:49.035166Z", "shell.execute_reply": "2026-05-03T12:56:49.034152Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "GABOR_CLUSTER: Experimental clustering-based decomposition path.\n" ] }, { "data": { "text/html": [ "
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methodstatusreasoninput_modeoutput_shaperesidual_rmse
0GABOR_CLUSTERskippedrequires a trained GaborClusterModel or model_...univariateNaN
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" ], "text/plain": [ " method status reason \\\n", "0 GABOR_CLUSTER skipped requires a trained GaborClusterModel or model_... \n", "\n", " input_mode output_shape residual_rmse \n", "0 univariate NaN " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_gallery_case(\"GABOR_CLUSTER\")\n" ] }, { "cell_type": "markdown", "id": "1a29e588", "metadata": {}, "source": [ "## Summary\n" ] }, { "cell_type": "code", "execution_count": 18, "id": "07d1ec62", "metadata": { "execution": { "iopub.execute_input": "2026-05-03T12:56:49.036664Z", "iopub.status.busy": "2026-05-03T12:56:49.036664Z", "iopub.status.idle": "2026-05-03T12:56:49.047405Z", "shell.execute_reply": "2026-05-03T12:56:49.046904Z" } }, "outputs": [ { "data": { "text/html": [ "
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methodstatusreasoninput_modeoutput_shaperesidual_rmse
0SSAranunivariate(96,)0.000000
1STDranchannelwise(96,)0.000000
2STDRranchannelwise(96,)0.000000
3MSSAranmultivariate(96, 3)0.000000
4STLranunivariate(96,)0.000000
5MSTLranunivariate(96,)0.000000
6ROBUST_STLranunivariate(96,)0.000000
7EMDranunivariate(96,)0.000000
8CEEMDANranunivariate(96,)0.000000
9VMDranunivariate(96,)0.034219
10WAVELETranunivariate(96,)0.000000
11MA_BASELINEranunivariate(96,)0.000000
12MVMDranmultivariate(96, 3)0.083237
13MEMDranmultivariate(96, 3)0.000000
14GABOR_CLUSTERskippedrequires a trained GaborClusterModel or model_...univariateNaN
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" ], "text/plain": [ " method status reason \\\n", "0 SSA ran \n", "1 STD ran \n", "2 STDR ran \n", "3 MSSA ran \n", "4 STL ran \n", "5 MSTL ran \n", "6 ROBUST_STL ran \n", "7 EMD ran \n", "8 CEEMDAN ran \n", "9 VMD ran \n", "10 WAVELET ran \n", "11 MA_BASELINE ran \n", "12 MVMD ran \n", "13 MEMD ran \n", "14 GABOR_CLUSTER skipped requires a trained GaborClusterModel or model_... \n", "\n", " input_mode output_shape residual_rmse \n", "0 univariate (96,) 0.000000 \n", "1 channelwise (96,) 0.000000 \n", "2 channelwise (96,) 0.000000 \n", "3 multivariate (96, 3) 0.000000 \n", "4 univariate (96,) 0.000000 \n", "5 univariate (96,) 0.000000 \n", "6 univariate (96,) 0.000000 \n", "7 univariate (96,) 0.000000 \n", "8 univariate (96,) 0.000000 \n", "9 univariate (96,) 0.034219 \n", "10 univariate (96,) 0.000000 \n", "11 univariate (96,) 0.000000 \n", "12 multivariate (96, 3) 0.083237 \n", "13 multivariate (96, 3) 0.000000 \n", "14 univariate NaN " ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Methods run: 14; skipped with explicit reason: 1\n" ] } ], "source": [ "summary = pd.DataFrame(GALLERY_RESULTS)\n", "display(summary)\n", "ran = int((summary[\"status\"] == \"ran\").sum())\n", "skipped = int((summary[\"status\"] == \"skipped\").sum())\n", "print(f\"Methods run: {ran}; skipped with explicit reason: {skipped}\")\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 5 }